Datacamp

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intermediate-r/chapter-5-utilities/videos/ch5_1.mp4 123.6 MB
intermediate-r/chapter-3-functions/videos/ch3_1.mp4 117.6 MB
intermediate-python/chapter-2-dictionaries--pandas/videos/ch2_4.mp4 113.6 MB
intro-to-python-for-data-science/chapter-4-numpy/videos/ch4_1.mp4 102.6 MB
intermediate-r/chapter-5-utilities/videos/ch5_3.mp4 101.8 MB
intermediate-r/chapter-1-conditionals-and-control-flow/videos/ch1_2.mp4 95.5 MB
intro-to-python-for-data-science/chapter-3-functions-and-packages/videos/ch3_2.mp4 93.0 MB
object-oriented-programming-with-s3-and-r6-in-r/chapter-1-introduction-to-object-oriented-programming/videos/ch1_1.mp4 91.2 MB
intermediate-r/chapter-2-loops/videos/ch2_2.mp4 90.8 MB
intermediate-r/chapter-3-functions/videos/ch3_2.mp4 88.8 MB
intermediate-r/chapter-5-utilities/videos/ch5_2.mp4 88.3 MB
building-chatbots-in-python/chapter-4-dialogue/videos/ch4_3.mp4 87.7 MB
intro-to-python-for-data-science/chapter-3-functions-and-packages/videos/ch3_1.mp4 86.6 MB
building-chatbots-in-python/chapter-2-understanding-natural-language/videos/ch2_1.mp4 86.2 MB
intermediate-sql/chapter-2-short-and-simple-subqueries/videos/ch2_1.mp4 86.0 MB
feature-engineering-for-machine-learning-in-python/chapter-1-creating-features/videos/ch1_2.mp4 85.9 MB
intermediate-sql/chapter-1-well-take-the-case/videos/ch1_2.mp4 85.0 MB
building-chatbots-in-python/chapter-2-understanding-natural-language/videos/ch2_3.mp4 84.9 MB
intro-to-python-for-data-science/chapter-1-python-basics/videos/ch1_1.mp4 84.7 MB
extreme-gradient-boosting-with-xgboost/chapter-3-fine-tuning-your-xgboost-model/videos/ch3_3.mp4 84.1 MB
intermediate-python/chapter-2-dictionaries--pandas/videos/ch2_3.mp4 83.9 MB
intermediate-r/chapter-3-functions/videos/ch3_3.mp4 83.8 MB
intermediate-python/chapter-1-matplotlib/videos/ch1_1.mp4 83.2 MB
building-chatbots-in-python/chapter-2-understanding-natural-language/videos/ch2_5.mp4 83.2 MB
biomedical-image-analysis-in-python/chapter-2-masks-and-filters/videos/ch2_1.mp4 83.2 MB
image-processing-with-keras-in-python/chapter-3-going-deeper/videos/ch3_2.mp4 83.0 MB
extreme-gradient-boosting-with-xgboost/chapter-1-classification-with-xgboost/videos/ch1_4.mp4 82.3 MB
intermediate-importing-data-in-r/chapter-5-importing-data-from-statistical-software-packages/videos/ch5_1.mp4 81.9 MB
image-processing-with-keras-in-python/chapter-2-using-convolutions/videos/ch2_1.mp4 80.5 MB
image-processing-with-keras-in-python/chapter-1-image-processing-with-neural-networks/videos/ch1_3.mp4 80.5 MB
advanced-deep-learning-with-keras/chapter-4-multiple-outputs/videos/ch4_2.mp4 79.8 MB
building-chatbots-in-python/chapter-2-understanding-natural-language/videos/ch2_2.mp4 79.2 MB
advanced-deep-learning-with-keras/chapter-1-the-keras-functional-api/videos/ch1_1.mp4 79.1 MB
analyzing-social-media-data-in-python/chapter-4-putting-twitter-data-on-the-map/videos/ch4_2.mp4 78.8 MB
intermediate-sql/chapter-1-well-take-the-case/videos/ch1_1.mp4 78.6 MB
image-processing-with-keras-in-python/chapter-2-using-convolutions/videos/ch2_2.mp4 78.3 MB
intermediate-r/chapter-1-conditionals-and-control-flow/videos/ch1_1.mp4 78.2 MB
extreme-gradient-boosting-with-xgboost/chapter-4-using-xgboost-in-pipelines/videos/ch4_1.mp4 78.2 MB
image-processing-with-keras-in-python/chapter-4-understanding-and-improving-deep-convolutional-networks/videos/ch4_4.mp4 77.9 MB
cluster-analysis-in-r/chapter-3-k-means-clustering/videos/ch3_3.mp4 77.7 MB
intermediate-sql/chapter-3-correlated-queries-nested-queries-and-common-table-expressions/videos/ch3_1.mp4 77.5 MB
intermediate-sql/chapter-4-window-functions/videos/ch4_1.mp4 77.1 MB
image-processing-with-keras-in-python/chapter-1-image-processing-with-neural-networks/videos/ch1_1.mp4 77.0 MB
intermediate-data-visualization-with-seaborn/chapter-3-additional-plot-types/videos/ch3_1.mp4 76.8 MB
intermediate-sql/chapter-2-short-and-simple-subqueries/videos/ch2_4.mp4 76.7 MB
case-study-school-budgeting-with-machine-learning-in-python/chapter-3-improving-your-model/videos/ch3_2.mp4 75.9 MB
intermediate-data-visualization-with-seaborn/chapter-4-creating-plots-on-data-aware-grids/videos/ch4_1.mp4 75.9 MB
case-study-exploratory-data-analysis-in-r/chapter-1-data-cleaning-and-summarizing-with-dplyr/videos/ch1_1.mp4 75.8 MB
intermediate-importing-data-in-python/chapter-3-diving--deep-into-the-twitter-api/videos/ch3_1.mp4 75.6 MB
intermediate-r/chapter-4-the-apply-family/videos/ch4_1.mp4 75.3 MB
intermediate-importing-data-in-python/chapter-2-interacting-with-apis-to-import-data-from-the-web/videos/ch2_2.mp4 74.8 MB
image-processing-with-keras-in-python/chapter-4-understanding-and-improving-deep-convolutional-networks/videos/ch4_1.mp4 74.7 MB
image-processing-with-keras-in-python/chapter-4-understanding-and-improving-deep-convolutional-networks/videos/ch4_2.mp4 74.6 MB
biomedical-image-analysis-in-python/chapter-4-image-comparison/videos/ch4_1.mp4 74.3 MB
intermediate-sql/chapter-3-correlated-queries-nested-queries-and-common-table-expressions/videos/ch3_4.mp4 74.2 MB
biomedical-image-analysis-in-python/chapter-2-masks-and-filters/videos/ch2_3.mp4 73.8 MB
advanced-deep-learning-with-keras/chapter-2-two-input-networks-using-categorical-embeddings-shared-layers-and-merge-layers/videos/ch2_1.mp4 73.3 MB
intermediate-sql/chapter-3-correlated-queries-nested-queries-and-common-table-expressions/videos/ch3_3.mp4 73.2 MB
exploratory-data-analysis-in-python/chapter-4-multivariate-thinking/videos/ch4_4.mp4 73.2 MB
case-studies-in-statistical-thinking/chapter-1-fish-sleep-and-bacteria-growth-a-review-of-statistical-thinking-i-and-ii/videos/ch1_1.mp4 73.0 MB
intermediate-data-visualization-with-seaborn/chapter-4-creating-plots-on-data-aware-grids/videos/ch4_3.mp4 72.9 MB
exploratory-data-analysis-in-python/chapter-3-relationships/videos/ch3_4.mp4 72.8 MB
intermediate-r/chapter-1-conditionals-and-control-flow/videos/ch1_3.mp4 72.8 MB
exploratory-data-analysis-in-python/chapter-3-relationships/videos/ch3_3.mp4 72.7 MB
feature-engineering-for-machine-learning-in-python/chapter-4-dealing-with-text-data/videos/ch4_1.mp4 72.7 MB
advanced-deep-learning-with-keras/chapter-3-multiple-inputs-3-inputs-(and-beyond)/videos/ch3_3.mp4 72.6 MB
analyzing-marketing-campaigns-with-pandas/chapter-4-personalization-a/b-test/videos/ch4_1.mp4 72.3 MB
case-study-school-budgeting-with-machine-learning-in-python/chapter-4-learning-from-the-experts/videos/ch4_2.mp4 72.2 MB
intermediate-r/chapter-4-the-apply-family/videos/ch4_2.mp4 71.9 MB
case-study-school-budgeting-with-machine-learning-in-python/chapter-2-creating-a-simple-first-model/videos/ch2_1.mp4 71.7 MB
analyzing-police-activity-with-pandas/chapter-2-exploring-the-relationship-between-gender-and-policing/videos/ch2_4.mp4 71.5 MB
feature-engineering-for-machine-learning-in-python/chapter-3-conforming-to-statistical-assumptions/videos/ch3_2.mp4 71.5 MB
intermediate-sql/chapter-2-short-and-simple-subqueries/videos/ch2_2.mp4 71.4 MB
intermediate-sql/chapter-2-short-and-simple-subqueries/videos/ch2_3.mp4 71.3 MB
exploratory-data-analysis-in-python/chapter-2-distributions/videos/ch2_1.mp4 71.3 MB
exploratory-data-analysis-in-python/chapter-3-relationships/videos/ch3_2.mp4 70.9 MB
case-study-school-budgeting-with-machine-learning-in-python/chapter-1-exploring-the-raw-data/videos/ch1_3.mp4 70.9 MB
analyzing-police-activity-with-pandas/chapter-4-analyzing-the-effect-of-weather-on-policing/videos/ch4_2.mp4 70.6 MB
exploratory-data-analysis-in-r/chapter-3-numerical-summaries/videos/ch3_2.mp4 70.6 MB
exploratory-data-analysis-in-python/chapter-2-distributions/videos/ch2_2.mp4 70.6 MB
image-processing-with-keras-in-python/chapter-4-understanding-and-improving-deep-convolutional-networks/videos/ch4_3.mp4 70.3 MB
advanced-deep-learning-with-keras/chapter-4-multiple-outputs/videos/ch4_3.mp4 70.2 MB
feature-engineering-for-machine-learning-in-python/chapter-3-conforming-to-statistical-assumptions/videos/ch3_1.mp4 70.2 MB
categorical-data-in-the-tidyverse/chapter-1-introduction-to-factor-variables/videos/ch1_1.mp4 70.2 MB
cluster-analysis-in-r/chapter-2-hierarchical-clustering/videos/ch2_1.mp4 70.2 MB
intermediate-sql/chapter-3-correlated-queries-nested-queries-and-common-table-expressions/videos/ch3_2.mp4 70.1 MB
exploratory-data-analysis-in-python/chapter-3-relationships/videos/ch3_1.mp4 69.9 MB
intermediate-importing-data-in-python/chapter-1-importing-data-from-the-internet/videos/ch1_2.mp4 69.9 MB
extreme-gradient-boosting-with-xgboost/chapter-2-regression-with-xgboost/videos/ch2_2.mp4 69.8 MB
analyzing-police-activity-with-pandas/chapter-4-analyzing-the-effect-of-weather-on-policing/videos/ch4_1.mp4 69.7 MB
categorical-data-in-the-tidyverse/chapter-3-creating-factor-variables/videos/ch3_2.mp4 69.7 MB
image-processing-with-keras-in-python/chapter-3-going-deeper/videos/ch3_1.mp4 69.7 MB
intermediate-r-for-finance/chapter-2-if-statements-and-operators/videos/ch2_3.mp4 69.6 MB
categorical-data-in-the-tidyverse/chapter-2-manipulating-factor-variables/videos/ch2_3.mp4 69.5 MB
analyzing-social-media-data-in-python/chapter-3-twitter-networks/videos/ch3_1.mp4 69.2 MB
intermediate-python/chapter-5-case-study-hacker-statistics/videos/ch5_1.mp4 69.2 MB
case-studies-in-statistical-thinking/chapter-2-analysis-of-results-of-the-2015-fina-world-swimming-championships/videos/ch2_2.mp4 69.1 MB
intermediate-python/chapter-3-logic-control-flow-and-filtering/videos/ch3_2.mp4 69.0 MB
arima-models-in-r/chapter-4-seasonal-arima/videos/ch4_2.mp4 69.0 MB
feature-engineering-for-machine-learning-in-python/chapter-1-creating-features/videos/ch1_1.mp4 68.9 MB
exploratory-data-analysis-in-python/chapter-4-multivariate-thinking/videos/ch4_1.mp4 68.8 MB
intermediate-python/chapter-4-loops/videos/ch4_1.mp4 68.7 MB
building-chatbots-in-python/chapter-3-building-a-virtual-assistant/videos/ch3_3.mp4 68.7 MB
case-study-school-budgeting-with-machine-learning-in-python/chapter-2-creating-a-simple-first-model/videos/ch2_3.mp4 68.7 MB
building-chatbots-in-python/chapter-2-understanding-natural-language/videos/ch2_4.mp4 68.6 MB
intermediate-r/chapter-2-loops/videos/ch2_1.mp4 68.6 MB
analyzing-police-activity-with-pandas/chapter-2-exploring-the-relationship-between-gender-and-policing/videos/ch2_3.mp4 67.7 MB
intermediate-importing-data-in-python/chapter-1-importing-data-from-the-internet/videos/ch1_1.mp4 67.6 MB
analyzing-police-activity-with-pandas/chapter-1-preparing-the-data-for-analysis/videos/ch1_1.mp4 67.6 MB
building-chatbots-in-python/chapter-4-dialogue/videos/ch4_1.mp4 67.5 MB
exploratory-data-analysis-in-r/chapter-1-exploring-categorical-data/videos/ch1_1.mp4 67.5 MB
intro-to-python-for-data-science/chapter-4-numpy/videos/ch4_2.mp4 67.1 MB
writing-efficient-r-code/chapter-1-the-art-of-benchmarking/videos/ch1_2.mp4 67.1 MB
cluster-analysis-in-r/chapter-2-hierarchical-clustering/videos/ch2_2.mp4 67.1 MB
exploratory-data-analysis-in-python/chapter-1-read-clean-and-validate/videos/ch1_2.mp4 66.8 MB
visualizing-time-series-data-in-python/chapter-2-summary-statistics-and-diagnostics/videos/ch2_3.mp4 66.7 MB
intro-to-python-for-data-science/chapter-2-python-lists/videos/ch2_3.mp4 66.6 MB
case-studies-in-statistical-thinking/chapter-1-fish-sleep-and-bacteria-growth-a-review-of-statistical-thinking-i-and-ii/videos/ch1_2.mp4 66.6 MB
analyzing-social-media-data-in-python/chapter-3-twitter-networks/videos/ch3_2.mp4 66.4 MB
analyzing-social-media-data-in-python/chapter-2-processing-twitter-text/videos/ch2_2.mp4 66.4 MB
case-studies-in-statistical-thinking/chapter-4-statistical-seismology-and-the-parkfield-region/videos/ch4_1.mp4 66.3 MB
case-studies-in-statistical-thinking/chapter-1-fish-sleep-and-bacteria-growth-a-review-of-statistical-thinking-i-and-ii/videos/ch1_3.mp4 66.3 MB
introduction-to-data-visualization-with-matplotlib/chapter-3-quantitative-comparisons-and-statistical-visualizations/videos/ch3_3.mp4 66.0 MB
intermediate-r-for-finance/chapter-4-functions/videos/ch4_2.mp4 65.4 MB
building-chatbots-in-python/chapter-3-building-a-virtual-assistant/videos/ch3_1.mp4 65.3 MB
extreme-gradient-boosting-with-xgboost/chapter-1-classification-with-xgboost/videos/ch1_1.mp4 65.3 MB
manipulating-time-series-data-in-python/chapter-3-window-functions-rolling--expanding-metrics/videos/ch3_2.mp4 65.3 MB
building-chatbots-in-python/chapter-3-building-a-virtual-assistant/videos/ch3_2.mp4 65.2 MB
cluster-analysis-in-r/chapter-1-calculating-distance-between-observations/videos/ch1_1.mp4 65.2 MB
case-studies-in-statistical-thinking/chapter-4-statistical-seismology-and-the-parkfield-region/videos/ch4_2.mp4 65.1 MB
categorical-data-in-the-tidyverse/chapter-3-creating-factor-variables/videos/ch3_1.mp4 65.0 MB
intermediate-python/chapter-2-dictionaries--pandas/videos/ch2_2.mp4 64.7 MB
analyzing-social-media-data-in-python/chapter-1-basics-of-analyzing-twitter-data/videos/ch1_2.mp4 64.7 MB
analyzing-social-media-data-in-python/chapter-2-processing-twitter-text/videos/ch2_1.mp4 64.7 MB
exploratory-data-analysis-in-r/chapter-3-numerical-summaries/videos/ch3_1.mp4 64.6 MB
unsupervised-learning-in-python/chapter-1-clustering-for-dataset-exploration/videos/ch1_2.mp4 64.5 MB
biomedical-image-analysis-in-python/chapter-4-image-comparison/videos/ch4_2.mp4 64.5 MB
advanced-deep-learning-with-keras/chapter-4-multiple-outputs/videos/ch4_1.mp4 64.5 MB
extreme-gradient-boosting-with-xgboost/chapter-4-using-xgboost-in-pipelines/videos/ch4_2.mp4 64.5 MB
exploratory-data-analysis-in-r/chapter-2-exploring-numerical-data/videos/ch2_1.mp4 64.5 MB
forecasting-in-r/chapter-3-exponential-smoothing/videos/ch3_1.mp4 64.4 MB
analyzing-social-media-data-in-python/chapter-4-putting-twitter-data-on-the-map/videos/ch4_3.mp4 64.4 MB
unsupervised-learning-in-python/chapter-1-clustering-for-dataset-exploration/videos/ch1_1.mp4 64.0 MB
analyzing-police-activity-with-pandas/chapter-3-visual-exploratory-data-analysis/videos/ch3_2.mp4 64.0 MB
intermediate-data-visualization-with-seaborn/chapter-3-additional-plot-types/videos/ch3_2.mp4 63.9 MB
biomedical-image-analysis-in-python/chapter-2-masks-and-filters/videos/ch2_2.mp4 63.9 MB
analyzing-police-activity-with-pandas/chapter-4-analyzing-the-effect-of-weather-on-policing/videos/ch4_4.mp4 63.8 MB
forecasting-in-r/chapter-2-benchmark-methods-and-forecast-accuracy/videos/ch2_2.mp4 63.5 MB
analyzing-police-activity-with-pandas/chapter-3-visual-exploratory-data-analysis/videos/ch3_3.mp4 63.4 MB
intermediate-python/chapter-4-loops/videos/ch4_2.mp4 63.2 MB
feature-engineering-for-machine-learning-in-python/chapter-4-dealing-with-text-data/videos/ch4_2.mp4 63.1 MB
intermediate-data-visualization-with-seaborn/chapter-4-creating-plots-on-data-aware-grids/videos/ch4_2.mp4 63.0 MB
feature-engineering-for-machine-learning-in-python/chapter-4-dealing-with-text-data/videos/ch4_3.mp4 63.0 MB
biomedical-image-analysis-in-python/chapter-1-exploration/videos/ch1_2.mp4 62.9 MB
biomedical-image-analysis-in-python/chapter-1-exploration/videos/ch1_1.mp4 62.8 MB
cluster-analysis-in-r/chapter-4-case-study-national-occupational-mean-wage/videos/ch4_3.mp4 62.6 MB
case-study-school-budgeting-with-machine-learning-in-python/chapter-4-learning-from-the-experts/videos/ch4_3.mp4 62.5 MB
supervised-learning-with-scikit-learn/chapter-4-preprocessing-and-pipelines/videos/ch4_2.mp4 62.5 MB
analyzing-police-activity-with-pandas/chapter-2-exploring-the-relationship-between-gender-and-policing/videos/ch2_1.mp4 62.4 MB
feature-engineering-for-machine-learning-in-python/chapter-2-dealing-with-messy-data/videos/ch2_4.mp4 62.2 MB
forecasting-in-r/chapter-3-exponential-smoothing/videos/ch3_2.mp4 61.9 MB
intermediate-importing-data-in-r/chapter-1-importing-data-from-databases-(part-1)/videos/ch1_1.mp4 61.7 MB
analyzing-police-activity-with-pandas/chapter-4-analyzing-the-effect-of-weather-on-policing/videos/ch4_3.mp4 61.6 MB
building-chatbots-in-python/chapter-1-chatbots-101/videos/ch1_2.mp4 61.6 MB
biomedical-image-analysis-in-python/chapter-3-measurement/videos/ch3_1.mp4 61.6 MB
machine-learning-for-finance-in-python/chapter-2-machine-learning-tree-methods/videos/ch2_1.mp4 61.6 MB
case-studies-in-statistical-thinking/chapter-3-the-current-controversy-of-the-2013-world-championships/videos/ch3_1.mp4 61.5 MB
analyzing-social-media-data-in-python/chapter-2-processing-twitter-text/videos/ch2_3.mp4 61.4 MB
forecasting-in-r/chapter-1-exploring-and-visualizing-time-series-in-r/videos/ch1_2.mp4 61.2 MB
analyzing-police-activity-with-pandas/chapter-1-preparing-the-data-for-analysis/videos/ch1_3.mp4 61.2 MB
advanced-deep-learning-with-keras/chapter-1-the-keras-functional-api/videos/ch1_2.mp4 61.1 MB
intermediate-sql/chapter-4-window-functions/videos/ch4_2.mp4 61.1 MB
exploratory-data-analysis-in-python/chapter-4-multivariate-thinking/videos/ch4_2.mp4 61.1 MB
case-study-school-budgeting-with-machine-learning-in-python/chapter-1-exploring-the-raw-data/videos/ch1_4.mp4 61.0 MB
case-study-school-budgeting-with-machine-learning-in-python/chapter-2-creating-a-simple-first-model/videos/ch2_2.mp4 60.9 MB
exploratory-data-analysis-in-python/chapter-1-read-clean-and-validate/videos/ch1_1.mp4 60.8 MB
cluster-analysis-in-r/chapter-3-k-means-clustering/videos/ch3_2.mp4 60.7 MB
intermediate-sql/chapter-4-window-functions/videos/ch4_3.mp4 60.7 MB
unsupervised-learning-in-python/chapter-1-clustering-for-dataset-exploration/videos/ch1_3.mp4 60.6 MB
advanced-deep-learning-with-keras/chapter-3-multiple-inputs-3-inputs-(and-beyond)/videos/ch3_2.mp4 60.5 MB
data-types-for-data-science-in-python/chapter-1-fundamental-data-types/videos/ch1_2.mp4 60.4 MB
forecasting-in-r/chapter-5-advanced-methods/videos/ch5_1.mp4 60.2 MB
intermediate-importing-data-in-r/chapter-2-importing-data-from-databases-(part-2)/videos/ch2_1.mp4 60.1 MB
intermediate-r-for-finance/chapter-4-functions/videos/ch4_1.mp4 60.0 MB
forecasting-in-r/chapter-2-benchmark-methods-and-forecast-accuracy/videos/ch2_3.mp4 60.0 MB
arima-models-in-r/chapter-1-time-series-data-and-models/videos/ch1_1.mp4 60.0 MB
analyzing-police-activity-with-pandas/chapter-1-preparing-the-data-for-analysis/videos/ch1_2.mp4 59.8 MB
building-chatbots-in-python/chapter-1-chatbots-101/videos/ch1_1.mp4 59.8 MB
biomedical-image-analysis-in-python/chapter-3-measurement/videos/ch3_2.mp4 59.8 MB
data-types-for-data-science-in-python/chapter-1-fundamental-data-types/videos/ch1_1.mp4 59.7 MB
exploratory-data-analysis-in-python/chapter-2-distributions/videos/ch2_3.mp4 59.7 MB
extreme-gradient-boosting-with-xgboost/chapter-1-classification-with-xgboost/videos/ch1_2.mp4 59.6 MB
intermediate-python/chapter-3-logic-control-flow-and-filtering/videos/ch3_3.mp4 59.6 MB
introduction-to-the-tidyverse/chapter-3-grouping-and-summarizing/videos/ch3_3.mp4 59.6 MB
forecasting-in-r/chapter-4-forecasting-with-arima-models/videos/ch4_2.mp4 59.4 MB
case-study-school-budgeting-with-machine-learning-in-python/chapter-3-improving-your-model/videos/ch3_1.mp4 59.1 MB
forecasting-in-r/chapter-5-advanced-methods/videos/ch5_2.mp4 59.0 MB
introduction-to-portfolio-risk-management-in-python/chapter-3-factor-investing/videos/ch3_1.mp4 58.9 MB
data-types-for-data-science-in-python/chapter-2-dictionaries---the-root-of-python/videos/ch2_1.mp4 58.9 MB
intermediate-python/chapter-3-logic-control-flow-and-filtering/videos/ch3_1.mp4 58.8 MB
analyzing-police-activity-with-pandas/chapter-3-visual-exploratory-data-analysis/videos/ch3_1.mp4 58.7 MB
biomedical-image-analysis-in-python/chapter-4-image-comparison/videos/ch4_3.mp4 58.6 MB
case-studies-in-statistical-thinking/chapter-2-analysis-of-results-of-the-2015-fina-world-swimming-championships/videos/ch2_3.mp4 58.6 MB
analyzing-social-media-data-in-python/chapter-4-putting-twitter-data-on-the-map/videos/ch4_1.mp4 58.4 MB
forecasting-in-r/chapter-4-forecasting-with-arima-models/videos/ch4_1.mp4 58.2 MB
feature-engineering-for-machine-learning-in-python/chapter-2-dealing-with-messy-data/videos/ch2_2.mp4 58.1 MB
biomedical-image-analysis-in-python/chapter-4-image-comparison/videos/ch4_4.mp4 57.9 MB
intermediate-importing-data-in-python/chapter-2-interacting-with-apis-to-import-data-from-the-web/videos/ch2_1.mp4 57.6 MB
extreme-gradient-boosting-with-xgboost/chapter-2-regression-with-xgboost/videos/ch2_3.mp4 57.3 MB
intermediate-python/chapter-1-matplotlib/videos/ch1_2.mp4 57.2 MB
case-study-exploratory-data-analysis-in-r/chapter-4-joining-and-tidying/videos/ch4_2.mp4 57.1 MB
introduction-to-deep-learning-in-python/chapter-1-basics-of-deep-learning-and-neural-networks/videos/ch1_2.mp4 57.0 MB
analyzing-marketing-campaigns-with-pandas/chapter-2-exploratory-analysis--summary-statistics/videos/ch2_3.mp4 56.9 MB
extreme-gradient-boosting-with-xgboost/chapter-1-classification-with-xgboost/videos/ch1_3.mp4 56.6 MB
intermediate-python/chapter-5-case-study-hacker-statistics/videos/ch5_2.mp4 56.6 MB
cluster-analysis-in-r/chapter-1-calculating-distance-between-observations/videos/ch1_3.mp4 56.5 MB
cluster-analysis-in-r/chapter-3-k-means-clustering/videos/ch3_1.mp4 56.1 MB
case-studies-in-statistical-thinking/chapter-2-analysis-of-results-of-the-2015-fina-world-swimming-championships/videos/ch2_1.mp4 56.1 MB
analyzing-social-media-data-in-python/chapter-1-basics-of-analyzing-twitter-data/videos/ch1_3.mp4 56.0 MB
data-types-for-data-science-in-python/chapter-1-fundamental-data-types/videos/ch1_3.mp4 56.0 MB
cluster-analysis-in-r/chapter-1-calculating-distance-between-observations/videos/ch1_2.mp4 56.0 MB
exploratory-data-analysis-in-r/chapter-3-numerical-summaries/videos/ch3_4.mp4 55.9 MB
time-series-analysis-in-r/chapter-5-a-simple-moving-average/videos/ch5_2.mp4 55.4 MB
intermediate-data-visualization-with-seaborn/chapter-1-seaborn-introduction/videos/ch1_1.mp4 55.0 MB
introduction-to-portfolio-risk-management-in-python/chapter-2-portfolio-investing/videos/ch2_3.mp4 55.0 MB
feature-engineering-for-machine-learning-in-python/chapter-2-dealing-with-messy-data/videos/ch2_1.mp4 54.7 MB
intermediate-data-visualization-with-seaborn/chapter-1-seaborn-introduction/videos/ch1_3.mp4 54.5 MB
developing-r-packages/chapter-1-the-r-package-structure/videos/ch1_2.mp4 54.4 MB
financial-trading-in-r/chapter-4-signals/videos/ch4_1.mp4 54.4 MB
intermediate-python/chapter-4-loops/videos/ch4_3.mp4 54.4 MB
time-series-analysis-in-r/chapter-4-autoregression/videos/ch4_2.mp4 54.4 MB
exploratory-data-analysis-in-python/chapter-4-multivariate-thinking/videos/ch4_3.mp4 54.4 MB
financial-trading-in-r/chapter-6-analyzing-results/videos/ch6_1.mp4 54.3 MB
data-types-for-data-science-in-python/chapter-4-handling-dates-and-times/videos/ch4_2.mp4 54.1 MB
arima-models-in-r/chapter-1-time-series-data-and-models/videos/ch1_2.mp4 54.1 MB
cluster-analysis-in-r/chapter-2-hierarchical-clustering/videos/ch2_4.mp4 54.1 MB
exploratory-data-analysis-in-r/chapter-2-exploring-numerical-data/videos/ch2_3.mp4 54.1 MB
arima-models-in-r/chapter-2-fitting-arma-models/videos/ch2_1.mp4 53.8 MB
case-study-exploratory-data-analysis-in-r/chapter-3-tidy-modeling-with-broom/videos/ch3_4.mp4 53.8 MB
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python-data-science-toolbox-part-1/chapter-1-writing-your-own-functions/videos/ch1_1.mp4 53.5 MB
developing-r-packages/chapter-1-the-r-package-structure/videos/ch1_1.mp4 53.3 MB
forecasting-in-r/chapter-5-advanced-methods/videos/ch5_3.mp4 53.3 MB
analyzing-marketing-campaigns-with-pandas/chapter-1-pandas/videos/ch1_2.mp4 53.2 MB
financial-trading-in-r/chapter-2-a-boilerplate-for-quantstrat-strategies/videos/ch2_2.mp4 53.1 MB
categorical-data-in-the-tidyverse/chapter-4-case-study-on-flight-etiquette/videos/ch4_3.mp4 53.0 MB
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intro-to-python-for-data-science/chapter-2-python-lists/videos/ch2_2.mp4 52.7 MB
feature-engineering-with-pyspark/chapter-3-feature-engineering/videos/ch3_2.mp4 52.7 MB
statistical-thinking-in-python-part-2/chapter-2-bootstrap-confidence-intervals/videos/ch2_3.mp4 52.7 MB
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case-study-school-budgeting-with-machine-learning-in-python/chapter-3-improving-your-model/videos/ch3_3.mp4 52.5 MB
intro-to-python-for-data-science/chapter-2-python-lists/videos/ch2_1.mp4 52.4 MB
exploratory-data-analysis-in-r/chapter-3-numerical-summaries/videos/ch3_3.mp4 52.2 MB
analyzing-marketing-campaigns-with-pandas/chapter-2-exploratory-analysis--summary-statistics/videos/ch2_1.mp4 52.1 MB
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financial-trading-in-r/chapter-1-trading-basics/videos/ch1_1.mp4 52.0 MB
intermediate-python/chapter-2-dictionaries--pandas/videos/ch2_1.mp4 51.9 MB
visualizing-time-series-data-in-python/chapter-4-work-with-multiple-time-series/videos/ch4_3.mp4 51.8 MB
intermediate-r-for-finance/chapter-5-apply/videos/ch5_1.mp4 51.7 MB
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forecasting-in-r/chapter-3-exponential-smoothing/videos/ch3_3.mp4 51.4 MB
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string-manipulation-with-stringr-in-r/chapter-4-more-advanced-matching-and-manipulation/videos/ch4_1.mp4 51.3 MB
intermediate-r-for-finance/chapter-2-if-statements-and-operators/videos/ch2_2.mp4 51.0 MB
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introduction-to-deep-learning-in-python/chapter-1-basics-of-deep-learning-and-neural-networks/videos/ch1_1.mp4 50.4 MB
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categorical-data-in-the-tidyverse/chapter-1-introduction-to-factor-variables/videos/ch1_2.mp4 49.8 MB
financial-trading-in-r/chapter-6-analyzing-results/videos/ch6_2.mp4 49.7 MB
feature-engineering-for-machine-learning-in-python/chapter-2-dealing-with-messy-data/videos/ch2_3.mp4 49.6 MB
categorical-data-in-the-tidyverse/chapter-4-case-study-on-flight-etiquette/videos/ch4_2.mp4 49.6 MB
extreme-gradient-boosting-with-xgboost/chapter-3-fine-tuning-your-xgboost-model/videos/ch3_1.mp4 49.5 MB
categorical-data-in-the-tidyverse/chapter-2-manipulating-factor-variables/videos/ch2_1.mp4 49.3 MB
introduction-to-importing-data-in-python/chapter-1-introduction-and-flat-files/videos/ch1_2.mp4 49.1 MB
analyzing-marketing-campaigns-with-pandas/chapter-2-exploratory-analysis--summary-statistics/videos/ch2_2.mp4 48.6 MB
exploratory-data-analysis-in-r/chapter-4-case-study/videos/ch4_2.mp4 48.6 MB
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cluster-analysis-in-r/chapter-2-hierarchical-clustering/videos/ch2_3.mp4 48.6 MB
case-study-exploratory-data-analysis-in-r/chapter-1-data-cleaning-and-summarizing-with-dplyr/videos/ch1_2.mp4 48.5 MB
introduction-to-importing-data-in-python/chapter-1-introduction-and-flat-files/videos/ch1_4.mp4 48.4 MB
case-study-school-budgeting-with-machine-learning-in-python/chapter-4-learning-from-the-experts/videos/ch4_1.mp4 48.3 MB
case-study-exploratory-data-analysis-in-r/chapter-3-tidy-modeling-with-broom/videos/ch3_1.mp4 47.8 MB
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categorical-data-in-the-tidyverse/chapter-4-case-study-on-flight-etiquette/videos/ch4_1.mp4 47.4 MB
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introduction-to-deep-learning-in-python/chapter-2-optimizing-a-neural-network-with-backward-propagation/videos/ch2_1.mp4 46.9 MB
analyzing-social-media-data-in-python/chapter-1-basics-of-analyzing-twitter-data/videos/ch1_1.mp4 46.8 MB
exploratory-data-analysis-in-r/chapter-1-exploring-categorical-data/videos/ch1_2.mp4 46.8 MB
importing-and-managing-financial-data-in-r/chapter-1-introduction-and-downloading-data/videos/ch1_3.mp4 46.8 MB
case-study-school-budgeting-with-machine-learning-in-python/chapter-1-exploring-the-raw-data/videos/ch1_2.mp4 46.7 MB
writing-efficient-r-code/chapter-4-turbo-charged-code-parallel-programming/videos/ch4_4.mp4 46.5 MB
image-processing-with-keras-in-python/chapter-1-image-processing-with-neural-networks/videos/ch1_2.mp4 46.4 MB
intermediate-data-visualization-with-seaborn/chapter-2-customizing-seaborn-plots/videos/ch2_2.mp4 46.1 MB
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feature-engineering-for-machine-learning-in-python/chapter-4-dealing-with-text-data/videos/ch4_4.mp4 45.6 MB
data-types-for-data-science-in-python/chapter-4-handling-dates-and-times/videos/ch4_4.mp4 45.6 MB
introduction-to-data-visualization-with-matplotlib/chapter-3-quantitative-comparisons-and-statistical-visualizations/videos/ch3_2.mp4 45.4 MB
intermediate-r-for-finance/chapter-1-dates/videos/ch1_2.mp4 45.3 MB
introduction-to-r-for-finance/chapter-3-data-frames/videos/ch3_3.mp4 45.0 MB
image-processing-in-python/chapter-3-image-restoration-noise-segmentation-and-contours/videos/ch3_2.mp4 44.9 MB
case-studies-in-statistical-thinking/chapter-4-statistical-seismology-and-the-parkfield-region/videos/ch4_3.mp4 44.9 MB
categorical-data-in-the-tidyverse/chapter-2-manipulating-factor-variables/videos/ch2_2.mp4 44.8 MB
advanced-deep-learning-with-keras/chapter-3-multiple-inputs-3-inputs-(and-beyond)/videos/ch3_1.mp4 44.7 MB
categorical-data-in-the-tidyverse/chapter-1-introduction-to-factor-variables/videos/ch1_3.mp4 44.4 MB
case-study-school-budgeting-with-machine-learning-in-python/chapter-2-creating-a-simple-first-model/videos/ch2_4.mp4 44.3 MB
developing-r-packages/chapter-2-documenting-packages/videos/ch2_4.mp4 44.3 MB
case-study-exploratory-data-analysis-in-r/chapter-4-joining-and-tidying/videos/ch4_1.mp4 44.2 MB
building-chatbots-in-python/chapter-4-dialogue/videos/ch4_2.mp4 44.2 MB
manipulating-time-series-data-in-python/chapter-2-basic-time-series-metrics--resampling/videos/ch2_3.mp4 44.1 MB
forecasting-in-r/chapter-1-exploring-and-visualizing-time-series-in-r/videos/ch1_1.mp4 44.1 MB
cluster-analysis-in-r/chapter-3-k-means-clustering/videos/ch3_4.mp4 43.8 MB
machine-learning-for-marketing-in-python/chapter-3-customer-lifetime-value-(clv)-prediction/videos/ch3_4.mp4 43.8 MB
financial-trading-in-r/chapter-4-signals/videos/ch4_4.mp4 43.6 MB
intermediate-importing-data-in-r/chapter-3-importing-data-from-the-web-(part-1)/videos/ch3_1.mp4 42.9 MB
extreme-gradient-boosting-with-xgboost/chapter-3-fine-tuning-your-xgboost-model/videos/ch3_2.mp4 42.9 MB
financial-trading-in-r/chapter-3-indicators/videos/ch3_2.mp4 42.7 MB
extreme-gradient-boosting-with-xgboost/chapter-4-using-xgboost-in-pipelines/videos/ch4_4.mp4 42.7 MB
preprocessing-for-machine-learning-in-python/chapter-3-feature-engineering/videos/ch3_4.mp4 42.2 MB
cluster-analysis-in-r/chapter-2-hierarchical-clustering/videos/ch2_5.mp4 41.9 MB
developing-r-packages/chapter-3-checking-and-building-r-packages/videos/ch3_4.mp4 41.4 MB
intermediate-data-visualization-with-seaborn/chapter-2-customizing-seaborn-plots/videos/ch2_3.mp4 41.2 MB
extreme-gradient-boosting-with-xgboost/chapter-4-using-xgboost-in-pipelines/videos/ch4_3.mp4 41.2 MB
arima-models-in-r/chapter-2-fitting-arma-models/videos/ch2_3.mp4 41.1 MB
intermediate-r-for-finance/chapter-1-dates/videos/ch1_1.mp4 41.0 MB
financial-trading-in-r/chapter-1-trading-basics/videos/ch1_2.mp4 41.0 MB
time-series-analysis-in-python/chapter-1-correlation-and-autocorrelation/videos/ch1_3.mp4 40.9 MB
statistical-thinking-in-python-part-1/chapter-1-graphical-exploratory-data-analysis/videos/ch1_2.mp4 40.8 MB
exploratory-data-analysis-in-r/chapter-4-case-study/videos/ch4_3.mp4 40.4 MB
preprocessing-for-machine-learning-in-python/chapter-3-feature-engineering/videos/ch3_1.mp4 40.3 MB
developing-r-packages/chapter-1-the-r-package-structure/videos/ch1_3.mp4 40.3 MB
financial-trading-in-r/chapter-4-signals/videos/ch4_3.mp4 40.2 MB
data-manipulation-with-pandas/chapter-1-transforming-data/videos/ch1_1.mp4 40.0 MB
supervised-learning-in-r-regression/chapter-2-training-and-evaluating-regression-models/videos/ch2_4.mp4 39.9 MB
advanced-deep-learning-with-keras/chapter-2-two-input-networks-using-categorical-embeddings-shared-layers-and-merge-layers/videos/ch2_4.mp4 39.9 MB
financial-trading-in-r/chapter-5-rules/videos/ch5_1.mp4 39.8 MB
case-study-exploratory-data-analysis-in-r/chapter-2-data-visualization-with-ggplot2/videos/ch2_2.mp4 39.7 MB
financial-trading-in-r/chapter-4-signals/videos/ch4_2.mp4 39.5 MB
database-design/chapter-2-database-schemas-and-normalization/videos/ch2_3.mp4 39.5 MB
developing-r-packages/chapter-4-adding-unit-tests-to-r-packages/videos/ch4_4.mp4 39.4 MB
supervised-learning-with-scikit-learn/chapter-2-regression/videos/ch2_3.mp4 39.4 MB
parallel-programming-with-dask-in-python/chapter-2-working-with-dask-arrays/videos/ch2_1.mp4 39.3 MB
image-processing-in-python/chapter-2-filters-contrast-transformation-and-morphology/videos/ch2_1.mp4 39.2 MB
preprocessing-for-machine-learning-in-python/chapter-1-introduction-to-data-preprocessing/videos/ch1_2.mp4 39.1 MB
extreme-gradient-boosting-with-xgboost/chapter-2-regression-with-xgboost/videos/ch2_1.mp4 39.1 MB
image-processing-in-python/chapter-4-advanced-operations-detecting-faces-and-features/videos/ch4_2.mp4 38.8 MB
joining-data-in-postgresql/chapter-2-outer-joins-and-cross-joins/videos/ch2_2.mp4 38.7 MB
machine-learning-for-finance-in-python/chapter-3-neural-networks-and-knn/videos/ch3_3.mp4 38.7 MB
introduction-to-importing-data-in-python/chapter-3-working-with-relational-databases-in-python/videos/ch3_5.mp4 38.7 MB
financial-trading-in-r/chapter-3-indicators/videos/ch3_1.mp4 38.6 MB
introduction-to-deep-learning-with-keras/chapter-4-advanced-model-architectures/videos/ch4_2.mp4 38.6 MB
machine-learning-for-finance-in-python/chapter-4-machine-learning-with-modern-portfolio-theory/videos/ch4_4.mp4 38.5 MB
introduction-to-relational-databases-in-python/chapter-4-creating-and-manipulating-your-own-databases/videos/ch4_4.mp4 38.3 MB
advanced-deep-learning-with-keras/chapter-2-two-input-networks-using-categorical-embeddings-shared-layers-and-merge-layers/videos/ch2_3.mp4 38.2 MB
cleaning-data-in-python/chapter-1-common-data-problems/videos/ch1_3.mp4 38.1 MB
developing-r-packages/chapter-3-checking-and-building-r-packages/videos/ch3_3.mp4 38.1 MB
image-processing-in-python/chapter-3-image-restoration-noise-segmentation-and-contours/videos/ch3_3.mp4 38.0 MB
intermediate-sql/chapter-1-well-take-the-case/videos/ch1_3.mp4 38.0 MB
intermediate-data-visualization-with-seaborn/chapter-2-customizing-seaborn-plots/videos/ch2_1.mp4 38.0 MB
intermediate-data-visualization-with-seaborn/chapter-4-creating-plots-on-data-aware-grids/videos/ch4_4.mp4 37.9 MB
introduction-to-deep-learning-with-pytorch/chapter-3-convolutional-neural-networks-(cnns)/videos/ch3_1.mp4 37.8 MB
intermediate-r-for-finance/chapter-3-loops/videos/ch3_1.mp4 37.7 MB
financial-trading-in-r/chapter-5-rules/videos/ch5_4.mp4 37.1 MB
machine-learning-for-time-series-data-in-python/chapter-3-predicting-time-series-data/videos/ch3_2.mp4 37.0 MB
image-processing-in-python/chapter-2-filters-contrast-transformation-and-morphology/videos/ch2_3.mp4 36.9 MB
data-types-for-data-science-in-python/chapter-4-handling-dates-and-times/videos/ch4_1.mp4 36.8 MB
introduction-to-data-visualization-with-matplotlib/chapter-4-sharing-visualizations-with-others/videos/ch4_2.mp4 36.7 MB
preprocessing-for-machine-learning-in-python/chapter-3-feature-engineering/videos/ch3_3.mp4 36.5 MB
intermediate-r-for-finance/chapter-4-functions/videos/ch4_3.mp4 36.5 MB
case-study-exploratory-data-analysis-in-r/chapter-3-tidy-modeling-with-broom/videos/ch3_3.mp4 36.4 MB
case-study-exploratory-data-analysis-in-r/chapter-4-joining-and-tidying/videos/ch4_3.mp4 36.3 MB
forecasting-in-r/chapter-2-benchmark-methods-and-forecast-accuracy/videos/ch2_1.mp4 36.2 MB
parallel-programming-with-dask-in-python/chapter-4-working-with-dask-bags-for-unstructured-data/videos/ch4_3.mp4 36.1 MB
intermediate-r-for-finance/chapter-5-apply/videos/ch5_3.mp4 36.0 MB
analyzing-marketing-campaigns-with-pandas/chapter-4-personalization-a/b-test/videos/ch4_3.mp4 35.3 MB
image-processing-in-python/chapter-2-filters-contrast-transformation-and-morphology/videos/ch2_2.mp4 35.2 MB
cluster-analysis-in-r/chapter-4-case-study-national-occupational-mean-wage/videos/ch4_2.mp4 35.2 MB
intermediate-t-sql/chapter-4-window-functions/videos/ch4_2.mp4 35.2 MB
machine-learning-for-time-series-data-in-python/chapter-2-time-series-as-inputs-to-a-model/videos/ch2_3.mp4 35.2 MB
case-studies-in-statistical-thinking/chapter-5-earthquakes-and-oil-mining-in-oklahoma/videos/ch5_1.mp4 34.9 MB
data-manipulation-with-pandas/chapter-3-slicing-and-indexing/videos/ch3_2.mp4 34.9 MB
developing-r-packages/chapter-2-documenting-packages/videos/ch2_3.mp4 34.7 MB
image-processing-in-python/chapter-1-introducing-image-processing-and-scikit-image/videos/ch1_1.mp4 34.6 MB
intermediate-sql/chapter-4-window-functions/videos/ch4_4.mp4 34.5 MB
data-types-for-data-science-in-python/chapter-2-dictionaries---the-root-of-python/videos/ch2_4.mp4 34.5 MB
cluster-analysis-in-r/chapter-4-case-study-national-occupational-mean-wage/videos/ch4_1.mp4 34.4 MB
developing-r-packages/chapter-3-checking-and-building-r-packages/videos/ch3_2.mp4 34.0 MB
machine-learning-for-time-series-data-in-python/chapter-4-validating-and-inspecting-time-series-models/videos/ch4_3.mp4 34.0 MB
analyzing-marketing-campaigns-with-pandas/chapter-3-conversion-attribution/videos/ch3_2.mp4 34.0 MB
data-manipulation-with-pandas/chapter-3-slicing-and-indexing/videos/ch3_1.mp4 33.8 MB
data-manipulation-with-pandas/chapter-1-transforming-data/videos/ch1_2.mp4 33.5 MB
machine-learning-for-marketing-in-python/chapter-2-churn-prediction-and-drivers/videos/ch2_2.mp4 33.5 MB
intermediate-r-for-finance/chapter-3-loops/videos/ch3_3.mp4 33.3 MB
intermediate-r-for-finance/chapter-2-if-statements-and-operators/videos/ch2_1.mp4 33.3 MB
data-types-for-data-science-in-python/chapter-4-handling-dates-and-times/videos/ch4_3.mp4 33.3 MB
machine-learning-for-time-series-data-in-python/chapter-4-validating-and-inspecting-time-series-models/videos/ch4_2.mp4 33.2 MB
case-studies-manipulating-time-series-data-in-r/chapter-3-economic-data/videos/ch3_1.mp4 33.0 MB
manipulating-time-series-data-in-python/chapter-3-window-functions-rolling--expanding-metrics/videos/ch3_4.mp4 33.0 MB
financial-trading-in-r/chapter-6-analyzing-results/videos/ch6_3.mp4 32.9 MB
data-types-for-data-science-in-python/chapter-3-meet-the-collections-module/videos/ch3_2.mp4 32.8 MB
image-processing-in-python/chapter-1-introducing-image-processing-and-scikit-image/videos/ch1_2.mp4 32.8 MB
parallel-programming-with-dask-in-python/chapter-2-working-with-dask-arrays/videos/ch2_2.mp4 32.8 MB
financial-trading-in-r/chapter-1-trading-basics/videos/ch1_3.mp4 32.5 MB
analyzing-marketing-campaigns-with-pandas/chapter-1-pandas/videos/ch1_3.mp4 32.5 MB
introduction-to-natural-language-processing-in-python/chapter-3-named-entity-recognition/videos/ch3_3.mp4 32.5 MB
machine-learning-with-pyspark/chapter-3-regression/videos/ch3_1.mp4 32.2 MB
financial-trading-in-r/chapter-5-rules/videos/ch5_2.mp4 32.1 MB
supervised-learning-in-r-classification/chapter-1-chapter-1-k-nearest-neighbors-(knn)/videos/ch1_2.mp4 32.0 MB
linear-classifiers-in-python/chapter-4-support-vector-machines/videos/ch4_3.mp4 32.0 MB
exploratory-data-analysis-in-r/chapter-1-exploring-categorical-data/videos/ch1_3.mp4 31.7 MB
introduction-to-relational-databases-in-python/chapter-3-advanced-sqlalchemy-queries/videos/ch3_4.mp4 31.6 MB
feature-engineering-for-machine-learning-in-python/chapter-3-conforming-to-statistical-assumptions/videos/ch3_4.mp4 31.4 MB
data-types-for-data-science-in-python/chapter-3-meet-the-collections-module/videos/ch3_4.mp4 31.3 MB
introduction-to-financial-concepts-in-python/chapter-3-simulating-a-mortgage-loan/videos/ch3_1.mp4 31.2 MB
parallel-programming-with-dask-in-python/chapter-5-case-study-analyzing-flight-delays/videos/ch5_3.mp4 31.1 MB
arima-models-in-r/chapter-4-seasonal-arima/videos/ch4_1.mp4 31.1 MB
data-driven-decision-making-in-sql/chapter-4-data-driven-decision-making-with-olap-sql-queries/videos/ch4_3.mp4 31.0 MB
python-data-science-toolbox-part-1/chapter-1-writing-your-own-functions/videos/ch1_2.mp4 30.9 MB
extreme-gradient-boosting-with-xgboost/chapter-1-classification-with-xgboost/videos/ch1_5.mp4 30.8 MB
machine-translation-in-python/chapter-4-teacher-forcing-and-word-embeddings/videos/ch4_3.mp4 30.7 MB
biomedical-image-analysis-in-python/chapter-1-exploration/videos/ch1_3.mp4 30.5 MB
developing-r-packages/chapter-4-adding-unit-tests-to-r-packages/videos/ch4_2.mp4 30.4 MB
hierarchical-and-recursive-queries-in-sql-server/chapter-1-recursion-and-common-table-expression-(cte)/videos/ch1_2.mp4 30.2 MB
financial-trading-in-r/chapter-3-indicators/videos/ch3_3.mp4 30.0 MB
intermediate-data-visualization-with-seaborn/chapter-1-seaborn-introduction/videos/ch1_2.mp4 29.9 MB
statistical-thinking-in-python-part-1/chapter-1-graphical-exploratory-data-analysis/videos/ch1_4.mp4 29.8 MB
case-study-school-budgeting-with-machine-learning-in-python/chapter-4-learning-from-the-experts/videos/ch4_4.mp4 29.7 MB
introduction-to-deep-learning-with-pytorch/chapter-1-introduction-to-pytorch/videos/ch1_1.mp4 29.6 MB
arima-models-in-r/chapter-3-arima-models/videos/ch3_1.mp4 29.6 MB
working-with-dates-and-times-in-r/chapter-3-arithmetic-with-dates-and-times/videos/ch3_1.mp4 29.5 MB
machine-learning-with-pyspark/chapter-3-regression/videos/ch3_2.mp4 29.3 MB
extreme-gradient-boosting-with-xgboost/chapter-3-fine-tuning-your-xgboost-model/videos/ch3_4.mp4 29.3 MB
intermediate-python/chapter-4-loops/videos/ch4_4.mp4 29.3 MB
case-studies-manipulating-time-series-data-in-r/chapter-4-sports-data/videos/ch4_1.mp4 29.3 MB
introduction-to-r-for-finance/chapter-3-data-frames/videos/ch3_1.mp4 29.2 MB
introduction-to-data-science-in-python/chapter-4-different-types-of-plots/videos/ch4_4.mp4 29.2 MB
machine-learning-for-time-series-data-in-python/chapter-2-time-series-as-inputs-to-a-model/videos/ch2_2.mp4 29.2 MB
visualizing-geospatial-data-in-python/chapter-3-geoseries-and--folium/videos/ch3_3.mp4 29.1 MB
case-study-exploratory-data-analysis-in-r/chapter-2-data-visualization-with-ggplot2/videos/ch2_3.mp4 29.1 MB
hyperparameter-tuning-in-python/chapter-2-grid-search/videos/ch2_3.mp4 29.0 MB
case-studies-manipulating-time-series-data-in-r/chapter-1-flight-data/videos/ch1_1.mp4 28.9 MB
intermediate-importing-data-in-r/chapter-2-importing-data-from-databases-(part-2)/videos/ch2_2.mp4 28.9 MB
case-studies-manipulating-time-series-data-in-r/chapter-1-flight-data/videos/ch1_2.mp4 28.9 MB
case-study-exploratory-data-analysis-in-r/chapter-3-tidy-modeling-with-broom/videos/ch3_2.mp4 28.8 MB
developing-python-packages/chapter-1-from-loose-code-to-local-package/videos/ch1_3.mp4 28.8 MB
hierarchical-and-recursive-queries-in-sql-server/chapter-4-hierarchical-queries-of-real-world-examples/videos/ch4_1.mp4 28.8 MB
introduction-to-deep-learning-with-keras/chapter-3-improving-your-model-performance/videos/ch3_2.mp4 28.7 MB
arima-models-in-r/chapter-3-arima-models/videos/ch3_3.mp4 28.7 MB
intermediate-importing-data-in-r/chapter-3-importing-data-from-the-web-(part-1)/videos/ch3_2.mp4 28.7 MB
arima-models-in-r/chapter-1-time-series-data-and-models/videos/ch1_3.mp4 28.7 MB
machine-learning-for-marketing-in-python/chapter-3-customer-lifetime-value-(clv)-prediction/videos/ch3_1.mp4 28.6 MB
introduction-to-natural-language-processing-in-python/chapter-2-simple-topic-identification/videos/ch2_2.mp4 28.5 MB
cleaning-data-in-python/chapter-4-record-linkage/videos/ch4_2.mp4 28.4 MB
hierarchical-and-recursive-queries-in-sql-server/chapter-1-recursion-and-common-table-expression-(cte)/videos/ch1_1.mp4 28.3 MB
machine-translation-in-python/chapter-3-training-and-generating-translations/videos/ch3_3.mp4 28.3 MB
introduction-to-aws-boto-in-python/chapter-1-putting-files-in-the-cloud/videos/ch1_1.mp4 28.2 MB
machine-learning-with-pyspark/chapter-3-regression/videos/ch3_3.mp4 28.0 MB
feature-engineering-for-machine-learning-in-python/chapter-4-dealing-with-text-data/videos/ch4_5.mp4 27.9 MB
case-studies-in-statistical-thinking/chapter-3-the-current-controversy-of-the-2013-world-championships/videos/ch3_3.mp4 27.8 MB
data-driven-decision-making-in-sql/chapter-1-introduction-to-business-intelligence-for-a-online-movie-rental-database/videos/ch1_2.mp4 27.7 MB
introduction-to-deep-learning-with-keras/chapter-3-improving-your-model-performance/videos/ch3_3.mp4 27.6 MB
intermediate-r-for-finance/chapter-5-apply/videos/ch5_2.mp4 27.6 MB
intermediate-r-for-finance/chapter-3-loops/videos/ch3_2.mp4 27.3 MB
financial-trading-in-r/chapter-1-trading-basics/videos/ch1_4.mp4 27.3 MB
introduction-to-deep-learning-with-keras/chapter-4-advanced-model-architectures/videos/ch4_1.mp4 27.3 MB
arima-models-in-r/chapter-2-fitting-arma-models/videos/ch2_2.mp4 27.2 MB
case-studies-in-statistical-thinking/chapter-5-earthquakes-and-oil-mining-in-oklahoma/videos/ch5_2.mp4 27.1 MB
developing-python-packages/chapter-3-increasing-your-package-quality/videos/ch3_1.mp4 27.1 MB
parallel-programming-with-dask-in-python/chapter-4-working-with-dask-bags-for-unstructured-data/videos/ch4_2.mp4 27.1 MB
time-series-analysis-in-python/chapter-1-correlation-and-autocorrelation/videos/ch1_2.mp4 27.0 MB
introduction-to-deep-learning-in-python/chapter-3-building-deep-learning-models-with-keras/videos/ch3_3.mp4 27.0 MB
cleaning-data-in-r/chapter-1-common-data-problems/videos/ch1_3.mp4 26.9 MB
intermediate-regression-in-r/chapter-1-parallel-slopes/videos/ch1_1.mp4 26.7 MB
data-types-for-data-science-in-python/chapter-2-dictionaries---the-root-of-python/videos/ch2_2.mp4 26.6 MB
cleaning-data-in-python/chapter-4-record-linkage/videos/ch4_1.mp4 26.6 MB
intermediate-regression-in-r/chapter-3-multiple-linear-regression/videos/ch3_1.mp4 26.6 MB
time-series-analysis-in-python/chapter-1-correlation-and-autocorrelation/videos/ch1_4.mp4 26.5 MB
intermediate-data-visualization-with-ggplot2/chapter-3-facets/videos/ch3_2.mp4 26.5 MB
supervised-learning-with-scikit-learn/chapter-2-regression/videos/ch2_4.mp4 26.5 MB
introduction-to-data-science-in-python/chapter-4-different-types-of-plots/videos/ch4_2.mp4 26.4 MB
case-studies-manipulating-time-series-data-in-r/chapter-3-economic-data/videos/ch3_3.mp4 26.3 MB
natural-language-generation-in-python/chapter-1-introduction-to-sequential-data/videos/ch1_2.mp4 26.3 MB
natural-language-generation-in-python/chapter-3-translate-words-to-a-different-language/videos/ch3_2.mp4 26.3 MB
intermediate-t-sql/chapter-1-summarizing-data/videos/ch1_1.mp4 26.1 MB
dimensionality-reduction-in-python/chapter-4-feature-extraction/videos/ch4_3.mp4 26.0 MB
cleaning-data-in-r/chapter-4-record-linkage/videos/ch4_2.mp4 26.0 MB
machine-translation-in-python/chapter-4-teacher-forcing-and-word-embeddings/videos/ch4_1.mp4 25.9 MB
machine-learning-for-marketing-in-python/chapter-3-customer-lifetime-value-(clv)-prediction/videos/ch3_2.mp4 25.9 MB
machine-learning-with-tree-based-models-in-python/chapter-5-model-tuning/videos/ch5_1.mp4 25.8 MB
intermediate-data-visualization-with-ggplot2/chapter-1-statistics/videos/ch1_1.mp4 25.8 MB
introduction-to-importing-data-in-python/chapter-2-importing-data-from-other-file-types/videos/ch2_1.mp4 25.8 MB
data-engineering-for-everyone/chapter-3-moving-and-processing-data/videos/ch3_1.mp4 25.8 MB
data-types-for-data-science-in-python/chapter-3-meet-the-collections-module/videos/ch3_1.mp4 25.8 MB
intermediate-data-visualization-with-ggplot2/chapter-3-facets/videos/ch3_3.mp4 25.7 MB
machine-translation-in-python/chapter-4-teacher-forcing-and-word-embeddings/videos/ch4_2.mp4 25.7 MB
machine-learning-for-time-series-data-in-python/chapter-3-predicting-time-series-data/videos/ch3_1.mp4 25.6 MB
intermediate-regression-in-r/chapter-1-parallel-slopes/videos/ch1_2.mp4 25.5 MB
image-processing-in-python/chapter-3-image-restoration-noise-segmentation-and-contours/videos/ch3_1.mp4 25.5 MB
customer-segmentation-in-python/chapter-1-cohort-analysis/videos/ch1_2.mp4 25.5 MB
image-processing-in-python/chapter-4-advanced-operations-detecting-faces-and-features/videos/ch4_4.mp4 25.5 MB
financial-trading-in-r/chapter-2-a-boilerplate-for-quantstrat-strategies/videos/ch2_1.mp4 25.4 MB
dealing-with-missing-data-in-python/chapter-4-advanced-imputation-techniques/videos/ch4_3.mp4 25.2 MB
case-study-exploratory-data-analysis-in-r/chapter-1-data-cleaning-and-summarizing-with-dplyr/videos/ch1_3.mp4 25.2 MB
machine-learning-for-time-series-data-in-python/chapter-1-time-series-and-machine-learning-primer/videos/ch1_3.mp4 25.1 MB
case-studies-in-statistical-thinking/chapter-3-the-current-controversy-of-the-2013-world-championships/videos/ch3_2.mp4 25.1 MB
linear-classifiers-in-python/chapter-4-support-vector-machines/videos/ch4_1.mp4 25.1 MB
introduction-to-deep-learning-with-pytorch/chapter-3-convolutional-neural-networks-(cnns)/videos/ch3_3.mp4 25.1 MB
machine-translation-in-python/chapter-4-teacher-forcing-and-word-embeddings/videos/ch4_4.mp4 25.0 MB
financial-trading-in-r/chapter-5-rules/videos/ch5_3.mp4 25.0 MB
intermediate-t-sql/chapter-1-summarizing-data/videos/ch1_2.mp4 25.0 MB
machine-learning-for-time-series-data-in-python/chapter-1-time-series-and-machine-learning-primer/videos/ch1_1.mp4 24.9 MB
building-and-optimizing-triggers-in-sql-server/chapter-4-trigger-optimization-and-management/videos/ch4_2.mp4 24.9 MB
visualizing-time-series-data-in-python/chapter-5-case-study/videos/ch5_4.mp4 24.9 MB
customer-analytics-and-ab-testing-in-python/chapter-4-analyzing-a/b-testing-results/videos/ch4_1.mp4 24.8 MB
customer-analytics-and-ab-testing-in-python/chapter-2-exploring-and-visualizing-customer-behavior/videos/ch2_3.mp4 24.8 MB
credit-risk-modeling-in-python/chapter-4-model-evaluation-and-implementation/videos/ch4_3.mp4 24.7 MB
hyperparameter-tuning-in-python/chapter-4-informed-search/videos/ch4_2.mp4 24.7 MB
machine-learning-with-tree-based-models-in-python/chapter-3-bagging-and-random-forests/videos/ch3_3.mp4 24.7 MB
data-engineering-for-everyone/chapter-2-storing-data/videos/ch2_1.mp4 24.6 MB
intermediate-regression-in-r/chapter-4-multiple-logistic-regression/videos/ch4_2.mp4 24.6 MB
data-processing-in-shell/chapter-1-downloading-data-on-the-command-line/videos/ch1_1.mp4 24.5 MB
data-types-for-data-science-in-python/chapter-2-dictionaries---the-root-of-python/videos/ch2_3.mp4 24.5 MB
machine-translation-in-python/chapter-2-implementing-an-encoder-decoder-model-with-keras/videos/ch2_3.mp4 24.5 MB
case-studies-manipulating-time-series-data-in-r/chapter-2-weather-data/videos/ch2_3.mp4 24.4 MB
cluster-analysis-in-r/chapter-1-calculating-distance-between-observations/videos/ch1_4.mp4 24.4 MB
intermediate-importing-data-in-python/chapter-3-diving--deep-into-the-twitter-api/videos/ch3_2.mp4 24.4 MB
introduction-to-deep-learning-in-python/chapter-4-fine-tuning-keras-models/videos/ch4_2.mp4 24.4 MB
data-types-for-data-science-in-python/chapter-3-meet-the-collections-module/videos/ch3_3.mp4 24.4 MB
machine-learning-for-marketing-in-python/chapter-3-customer-lifetime-value-(clv)-prediction/videos/ch3_3.mp4 24.4 MB
hyperparameter-tuning-in-python/chapter-2-grid-search/videos/ch2_2.mp4 24.3 MB
case-studies-manipulating-time-series-data-in-r/chapter-2-weather-data/videos/ch2_2.mp4 24.3 MB
improving-your-data-visualizations-in-python/chapter-2-using-color-in-your-visualizations/videos/ch2_1.mp4 24.3 MB
database-design/chapter-2-database-schemas-and-normalization/videos/ch2_2.mp4 24.3 MB
improving-your-data-visualizations-in-python/chapter-1-highlighting-your-data/videos/ch1_1.mp4 24.2 MB
machine-learning-for-time-series-data-in-python/chapter-4-validating-and-inspecting-time-series-models/videos/ch4_1.mp4 24.2 MB
credit-risk-modeling-in-python/chapter-4-model-evaluation-and-implementation/videos/ch4_1.mp4 24.2 MB
importing-and-managing-financial-data-in-python/chapter-1-importing-stock-listing-data-from-excel/videos/ch1_1.mp4 24.0 MB
data-driven-decision-making-in-sql/chapter-1-introduction-to-business-intelligence-for-a-online-movie-rental-database/videos/ch1_1.mp4 23.9 MB
cleaning-data-in-python/chapter-3-advanced-data-problems/videos/ch3_1.mp4 23.8 MB
image-processing-with-keras-in-python/chapter-3-going-deeper/videos/ch3_3.mp4 23.8 MB
cleaning-data-in-python/chapter-2-text-and-categorical-data-problems/videos/ch2_3.mp4 23.8 MB
developing-r-packages/chapter-4-adding-unit-tests-to-r-packages/videos/ch4_5.mp4 23.7 MB
hyperparameter-tuning-in-python/chapter-2-grid-search/videos/ch2_1.mp4 23.7 MB
introduction-to-using-mongodb-for-data-science-with-python/chapter-3-get-only-what-you-need-and-fast/videos/ch3_3.mp4 23.7 MB
data-driven-decision-making-in-sql/chapter-2-decision-making-with-simple-sql-queries/videos/ch2_1.mp4 23.6 MB
supervised-learning-in-r-regression/chapter-4-dealing-with-non-linear-responses/videos/ch4_2.mp4 23.5 MB
case-studies-manipulating-time-series-data-in-r/chapter-1-flight-data/videos/ch1_3.mp4 23.5 MB
introduction-to-importing-data-in-python/chapter-2-importing-data-from-other-file-types/videos/ch2_4.mp4 23.5 MB
case-study-exploratory-data-analysis-in-r/chapter-2-data-visualization-with-ggplot2/videos/ch2_1.mp4 23.5 MB
introduction-to-portfolio-risk-management-in-python/chapter-1-univariate-investment-risk-and-returns/videos/ch1_3.mp4 23.4 MB
cleaning-data-in-sql-server-databases/chapter-2-dealing-with-missing-data-duplicate-data-and-different-date-formats/videos/ch2_2.mp4 23.4 MB
data-manipulation-with-dplyr/chapter-1-transforming-data-with-dplyr/videos/ch1_1.mp4 23.4 MB
introduction-to-scala/chapter-2-workflows-functions-collections/videos/ch2_3.mp4 23.3 MB
introduction-to-deep-learning-with-keras/chapter-4-advanced-model-architectures/videos/ch4_3.mp4 23.3 MB
data-types-for-data-science-in-python/chapter-5-answering-data-science-questions/videos/ch5_2.mp4 23.3 MB
linear-classifiers-in-python/chapter-3-logistic-regression/videos/ch3_1.mp4 23.2 MB
customer-analytics-and-ab-testing-in-python/chapter-1-key-performance-indicators-measuring-business-success/videos/ch1_1.mp4 23.2 MB
unit-testing-for-data-science-in-python/chapter-1-unit-testing-basics/videos/ch1_3.mp4 23.2 MB
big-data-fundamentals-with-pyspark/chapter-4-machine-learning-with-pyspark-mllib/videos/ch4_2.mp4 23.2 MB
data-types-for-data-science-in-python/chapter-5-answering-data-science-questions/videos/ch5_1.mp4 23.1 MB
hyperparameter-tuning-in-python/chapter-4-informed-search/videos/ch4_1.mp4 23.1 MB
improving-query-performance-in-sql-server/chapter-2-filtering-and-data-interrogation/videos/ch2_3.mp4 23.1 MB
database-design/chapter-2-database-schemas-and-normalization/videos/ch2_1.mp4 23.1 MB
building-data-engineering-pipelines-in-python/chapter-2-creating-a-data-transformation-pipeline-with-pyspark/videos/ch2_2.mp4 23.0 MB
building-data-engineering-pipelines-in-python/chapter-4-managing-and-orchestrating-a-workflow/videos/ch4_1.mp4 23.0 MB
machine-learning-with-tree-based-models-in-python/chapter-2-the-bias-variance-tradeoff/videos/ch2_2.mp4 23.0 MB
introduction-to-relational-databases-in-python/chapter-1-basics-of-relational-databases/videos/ch1_1.mp4 22.8 MB
cluster-analysis-in-python/chapter-4-clustering-in-real-world/videos/ch4_1.mp4 22.7 MB
importing-and-managing-financial-data-in-python/chapter-2-importing-financial-data-from-the-web/videos/ch2_2.mp4 22.7 MB
web-scraping-in-r/chapter-2-navigation-and-selection-with-css/videos/ch2_2.mp4 22.7 MB
machine-translation-in-python/chapter-2-implementing-an-encoder-decoder-model-with-keras/videos/ch2_1.mp4 22.6 MB
hyperparameter-tuning-in-python/chapter-1-hyperparameters-and-parameters/videos/ch1_1.mp4 22.6 MB
introduction-to-data-visualization-with-matplotlib/chapter-3-quantitative-comparisons-and-statistical-visualizations/videos/ch3_4.mp4 22.6 MB
machine-learning-with-tree-based-models-in-python/chapter-1-classification-and-regression-trees/videos/ch1_1.mp4 22.5 MB
data-manipulation-with-pandas/chapter-4-creating-and-visualizing-dataframes/videos/ch4_1.mp4 22.5 MB
data-manipulation-with-datatable-in-r/chapter-1-introduction-to-data.table/videos/ch1_1.mp4 22.4 MB
cleaning-data-in-r/chapter-1-common-data-problems/videos/ch1_1.mp4 22.4 MB
analyzing-marketing-campaigns-with-pandas/chapter-4-personalization-a/b-test/videos/ch4_4.mp4 22.4 MB
introduction-to-deep-learning-with-pytorch/chapter-2-artificial-neural-networks/videos/ch2_2.mp4 22.3 MB
customer-analytics-and-ab-testing-in-python/chapter-3-the-design-and-application-of-a/b-testing/videos/ch3_3.mp4 22.2 MB
building-and-optimizing-triggers-in-sql-server/chapter-3-trigger-limitations-and-use-cases/videos/ch3_1.mp4 22.2 MB
intermediate-data-visualization-with-ggplot2/chapter-3-facets/videos/ch3_4.mp4 22.2 MB
cleaning-data-in-sql-server-databases/chapter-2-dealing-with-missing-data-duplicate-data-and-different-date-formats/videos/ch2_1.mp4 22.2 MB
introduction-to-portfolio-analysis-in-python/chapter-1-introduction-to-portfolio-analysis/videos/ch1_3.mp4 22.2 MB
cleaning-data-in-sql-server-databases/chapter-1-starting-with-cleaning-data/videos/ch1_1.mp4 22.2 MB
introduction-to-deep-learning-with-keras/chapter-3-improving-your-model-performance/videos/ch3_1.mp4 22.1 MB
building-and-optimizing-triggers-in-sql-server/chapter-3-trigger-limitations-and-use-cases/videos/ch3_3.mp4 22.1 MB
manipulating-time-series-data-in-python/chapter-4-putting-it-all-together-building-a-value-weighted-index/videos/ch4_2.mp4 22.1 MB
big-data-fundamentals-with-pyspark/chapter-2-programming-in-pyspark-rdds/videos/ch2_2.mp4 22.1 MB
building-and-optimizing-triggers-in-sql-server/chapter-4-trigger-optimization-and-management/videos/ch4_3.mp4 22.0 MB
case-study-school-budgeting-with-machine-learning-in-python/chapter-1-exploring-the-raw-data/videos/ch1_1.mp4 22.0 MB
intermediate-portfolio-analysis-in-r/chapter-4-application/videos/ch4_2.mp4 22.0 MB
functions-for-manipulating-data-in-sql-server/chapter-4-recognizing-numeric-data-properties/videos/ch4_2.mp4 22.0 MB
functions-for-manipulating-data-in-postgresql/chapter-3-parsing-and-manipulating-text/videos/ch3_2.mp4 21.9 MB
database-design/chapter-1-processing-storing-and-organizing-data/videos/ch1_2.mp4 21.9 MB
importing-and-managing-financial-data-in-python/chapter-4-aggregating-and-describing-your-data-by-category/videos/ch4_1.mp4 21.9 MB
intermediate-portfolio-analysis-in-r/chapter-3-objective-functions-and-moment-estimation/videos/ch3_1.mp4 21.8 MB
data-processing-in-shell/chapter-2-data-cleaning-and-munging-on-the-command-line/videos/ch2_1.mp4 21.8 MB
categorical-data-in-the-tidyverse/chapter-4-case-study-on-flight-etiquette/videos/ch4_4.mp4 21.7 MB
introduction-to-writing-functions-in-r/chapter-3-return-values-and-scope/videos/ch3_2.mp4 21.7 MB
customer-analytics-and-ab-testing-in-python/chapter-4-analyzing-a/b-testing-results/videos/ch4_2.mp4 21.7 MB
machine-learning-with-tree-based-models-in-python/chapter-2-the-bias-variance-tradeoff/videos/ch2_1.mp4 21.7 MB
supervised-learning-in-r-regression/chapter-1-what-is-regression/videos/ch1_2.mp4 21.6 MB
cleaning-data-in-r/chapter-2-categorical-and-text-data/videos/ch2_3.mp4 21.6 MB
feature-engineering-with-pyspark/chapter-4-building-a-model/videos/ch4_1.mp4 21.5 MB
building-data-engineering-pipelines-in-python/chapter-2-creating-a-data-transformation-pipeline-with-pyspark/videos/ch2_3.mp4 21.5 MB
exploratory-data-analysis-in-r/chapter-4-case-study/videos/ch4_4.mp4 21.4 MB
case-studies-manipulating-time-series-data-in-r/chapter-3-economic-data/videos/ch3_2.mp4 21.4 MB
dealing-with-missing-data-in-python/chapter-1-the-problem-with-missing-data/videos/ch1_2.mp4 21.4 MB
arima-models-in-python/chapter-2-chapter-2---fitting-the-future/videos/ch2_1.mp4 21.4 MB
intermediate-importing-data-in-r/chapter-1-importing-data-from-databases-(part-1)/videos/ch1_2.mp4 21.4 MB
improving-query-performance-in-sql-server/chapter-4-query-performance-tuning/videos/ch4_4.mp4 21.4 MB
dealing-with-missing-data-in-python/chapter-3-imputation-techniques/videos/ch3_2.mp4 21.3 MB
garch-models-in-python/chapter-1-garch-model-fundamentals/videos/ch1_2.mp4 21.3 MB
introduction-to-deep-learning-with-pytorch/chapter-4-using-convolutional-neural-networks/videos/ch4_1.mp4 21.3 MB
machine-learning-for-marketing-in-python/chapter-2-churn-prediction-and-drivers/videos/ch2_3.mp4 21.3 MB
data-manipulation-with-pandas/chapter-2-aggregating-data/videos/ch2_2.mp4 21.3 MB
machine-translation-in-python/chapter-3-training-and-generating-translations/videos/ch3_2.mp4 21.2 MB
building-data-engineering-pipelines-in-python/chapter-3-testing-your-data-pipeline/videos/ch3_2.mp4 21.2 MB
cleaning-data-in-sql-server-databases/chapter-3-dealing-with-out-of-range-values-different-data-types-and-pattern-matching/videos/ch3_1.mp4 21.2 MB
introduction-to-deep-learning-with-keras/chapter-2-going-deeper/videos/ch2_2.mp4 21.2 MB
machine-learning-with-tree-based-models-in-python/chapter-4-boosting/videos/ch4_1.mp4 21.2 MB
intermediate-data-visualization-with-ggplot2/chapter-1-statistics/videos/ch1_2.mp4 21.1 MB
intermediate-data-visualization-with-ggplot2/chapter-2-coordinates/videos/ch2_1.mp4 21.1 MB
developing-python-packages/chapter-1-from-loose-code-to-local-package/videos/ch1_2.mp4 21.1 MB
data-manipulation-with-pandas/chapter-4-creating-and-visualizing-dataframes/videos/ch4_2.mp4 21.0 MB
cleaning-data-in-python/chapter-2-text-and-categorical-data-problems/videos/ch2_1.mp4 21.0 MB
big-data-fundamentals-with-pyspark/chapter-4-machine-learning-with-pyspark-mllib/videos/ch4_3.mp4 20.9 MB
cleaning-data-in-r/chapter-4-record-linkage/videos/ch4_1.mp4 20.9 MB
data-manipulation-with-dplyr/chapter-3-selecting-and-transforming-data/videos/ch3_1.mp4 20.9 MB
introduction-to-portfolio-analysis-in-r/chapter-2-analyzing-performance/videos/ch2_2.mp4 20.9 MB
introduction-to-deep-learning-with-keras/chapter-2-going-deeper/videos/ch2_3.mp4 20.8 MB
improving-your-data-visualizations-in-python/chapter-1-highlighting-your-data/videos/ch1_2.mp4 20.8 MB
big-data-fundamentals-with-pyspark/chapter-3-pyspark-sql--dataframes/videos/ch3_1.mp4 20.8 MB
image-processing-in-python/chapter-4-advanced-operations-detecting-faces-and-features/videos/ch4_3.mp4 20.8 MB
data-engineering-for-everyone/chapter-2-storing-data/videos/ch2_2.mp4 20.8 MB
applying-sql-to-real-world-problems/chapter-2-find-your-data/videos/ch2_1.mp4 20.8 MB
arima-models-in-r/chapter-3-arima-models/videos/ch3_2.mp4 20.8 MB
machine-learning-for-marketing-in-python/chapter-2-churn-prediction-and-drivers/videos/ch2_4.mp4 20.8 MB
intermediate-regression-in-r/chapter-3-multiple-linear-regression/videos/ch3_2.mp4 20.8 MB
customer-analytics-and-ab-testing-in-python/chapter-4-analyzing-a/b-testing-results/videos/ch4_3.mp4 20.7 MB
machine-translation-in-python/chapter-1-introduction-to-machine-translation/videos/ch1_2.mp4 20.7 MB
machine-learning-for-marketing-in-python/chapter-4-customer-segmentation/videos/ch4_3.mp4 20.7 MB
improving-query-performance-in-sql-server/chapter-1--introduction-review-and-the-order-of-things/videos/ch1_1.mp4 20.7 MB
hierarchical-and-recursive-queries-in-sql-server/chapter-4-hierarchical-queries-of-real-world-examples/videos/ch4_3.mp4 20.6 MB
introduction-to-deep-learning-with-pytorch/chapter-4-using-convolutional-neural-networks/videos/ch4_3.mp4 20.6 MB
customer-segmentation-in-python/chapter-4-customer-segmentation-with-k-means-/videos/ch4_3.mp4 20.5 MB
introduction-to-deep-learning-with-keras/chapter-1-introducing-keras/videos/ch1_1.mp4 20.5 MB
machine-learning-for-marketing-in-python/chapter-1-machine-learning-for-marketing-basics/videos/ch1_2.mp4 20.5 MB
intermediate-data-visualization-with-ggplot2/chapter-4-best-practices/videos/ch4_3.mp4 20.5 MB
garch-models-in-python/chapter-1-garch-model-fundamentals/videos/ch1_1.mp4 20.5 MB
improving-query-performance-in-sql-server/chapter-2-filtering-and-data-interrogation/videos/ch2_1.mp4 20.4 MB
introduction-to-portfolio-analysis-in-python/chapter-3-performance-attribution/videos/ch3_4.mp4 20.4 MB
cleaning-data-in-python/chapter-2-text-and-categorical-data-problems/videos/ch2_2.mp4 20.4 MB
dealing-with-missing-data-in-python/chapter-2-does-missingness-have-a-pattern/videos/ch2_1.mp4 20.4 MB
cleaning-data-in-r/chapter-1-common-data-problems/videos/ch1_2.mp4 20.4 MB
exploratory-data-analysis-in-sql/chapter-1-whats-in-the-database/videos/ch1_2.mp4 20.3 MB
arima-models-in-python/chapter-4-chapter-4---seasonal-arima-models/videos/ch4_1.mp4 20.2 MB
hyperparameter-tuning-in-python/chapter-3-random-search/videos/ch3_1.mp4 20.2 MB
database-design/chapter-3-database-views/videos/ch3_2.mp4 20.1 MB
improving-query-performance-in-sql-server/chapter-3-sub-queries-and-presence-or-absence/videos/ch3_3.mp4 20.1 MB
data-engineering-for-everyone/chapter-3-moving-and-processing-data/videos/ch3_2.mp4 20.1 MB
data-manipulation-with-datatable-in-r/chapter-5-importing-and-exporting-data/videos/ch5_2.mp4 20.1 MB
database-design/chapter-1-processing-storing-and-organizing-data/videos/ch1_1.mp4 20.0 MB
image-processing-in-python/chapter-4-advanced-operations-detecting-faces-and-features/videos/ch4_1.mp4 20.0 MB
data-manipulation-with-datatable-in-r/chapter-2-selecting-and-computing-on-columns/videos/ch2_1.mp4 20.0 MB
cleaning-data-in-sql-server-databases/chapter-1-starting-with-cleaning-data/videos/ch1_2.mp4 20.0 MB
cleaning-data-in-r/chapter-4-record-linkage/videos/ch4_3.mp4 19.9 MB
developing-python-packages/chapter-3-increasing-your-package-quality/videos/ch3_3.mp4 19.9 MB
introduction-to-scala/chapter-3-type-systems-control-structures-style/videos/ch3_1.mp4 19.9 MB
machine-translation-in-python/chapter-2-implementing-an-encoder-decoder-model-with-keras/videos/ch2_2.mp4 19.9 MB
credit-risk-modeling-in-python/chapter-3-gradient-boosted-trees-using-xgboost/videos/ch3_3.mp4 19.9 MB
bond-valuation-and-analysis-in-r/chapter-3-duration-and-convexity/videos/ch3_1.mp4 19.9 MB
case-studies-manipulating-time-series-data-in-r/chapter-4-sports-data/videos/ch4_2.mp4 19.9 MB
introduction-to-data-visualization-with-matplotlib/chapter-4-sharing-visualizations-with-others/videos/ch4_3.mp4 19.9 MB
garch-models-in-python/chapter-4-garch-in-action/videos/ch4_1.mp4 19.8 MB
database-design/chapter-4-database-management/videos/ch4_1.mp4 19.8 MB
data-processing-in-shell/chapter-4-data-pipeline-on-the-command-line/videos/ch4_2.mp4 19.8 MB
applying-sql-to-real-world-problems/chapter-2-find-your-data/videos/ch2_2.mp4 19.8 MB
data-manipulation-with-datatable-in-r/chapter-4-reference-semantics/videos/ch4_1.mp4 19.8 MB
improving-query-performance-in-sql-server/chapter-4-query-performance-tuning/videos/ch4_1.mp4 19.8 MB
dealing-with-missing-data-in-python/chapter-3-imputation-techniques/videos/ch3_1.mp4 19.7 MB
cleaning-data-in-r/chapter-2-categorical-and-text-data/videos/ch2_2.mp4 19.7 MB
customer-analytics-and-ab-testing-in-python/chapter-2-exploring-and-visualizing-customer-behavior/videos/ch2_2.mp4 19.7 MB
practicing-coding-interview-questions-in-python/chapter-4-python-for-scientific-computing/videos/ch4_3.mp4 19.7 MB
unsupervised-learning-in-python/chapter-3-decorrelating-your-data-and-dimension-reduction/videos/ch3_2.mp4 19.6 MB
building-data-engineering-pipelines-in-python/chapter-1-ingesting-data/videos/ch1_1.mp4 19.6 MB
big-data-fundamentals-with-pyspark/chapter-2-programming-in-pyspark-rdds/videos/ch2_3.mp4 19.6 MB
case-studies-manipulating-time-series-data-in-r/chapter-2-weather-data/videos/ch2_1.mp4 19.6 MB
machine-learning-with-tree-based-models-in-python/chapter-1-classification-and-regression-trees/videos/ch1_2.mp4 19.6 MB
feature-engineering-with-pyspark/chapter-2-wrangling-with-spark-functions/videos/ch2_3.mp4 19.6 MB
intermediate-python-for-finance/chapter-3-pandas-dataframe/videos/ch3_3.mp4 19.6 MB
introduction-to-deep-learning-with-pytorch/chapter-4-using-convolutional-neural-networks/videos/ch4_2.mp4 19.6 MB
customer-segmentation-in-python/chapter-2-recency-frequency-monetary-value-analysis/videos/ch2_1.mp4 19.6 MB
introduction-to-deep-learning-with-keras/chapter-1-introducing-keras/videos/ch1_2.mp4 19.5 MB
machine-translation-in-python/chapter-3-training-and-generating-translations/videos/ch3_1.mp4 19.5 MB
building-data-engineering-pipelines-in-python/chapter-2-creating-a-data-transformation-pipeline-with-pyspark/videos/ch2_1.mp4 19.5 MB
improving-your-data-visualizations-in-python/chapter-4-visualization-in-the-data-science-workflow/videos/ch4_1.mp4 19.5 MB
hyperparameter-tuning-in-python/chapter-4-informed-search/videos/ch4_3.mp4 19.5 MB
data-driven-decision-making-in-sql/chapter-2-decision-making-with-simple-sql-queries/videos/ch2_2.mp4 19.5 MB
cleaning-data-in-r/chapter-2-categorical-and-text-data/videos/ch2_1.mp4 19.5 MB
developing-python-packages/chapter-3-increasing-your-package-quality/videos/ch3_2.mp4 19.4 MB
web-scraping-in-r/chapter-4-scraping-best-practices/videos/ch4_1.mp4 19.4 MB
improving-query-performance-in-sql-server/chapter-4-query-performance-tuning/videos/ch4_2.mp4 19.4 MB
feature-engineering-for-nlp-in-python/chapter-1-basic-features-and-readability-scores/videos/ch1_3.mp4 19.4 MB
customer-segmentation-in-python/chapter-1-cohort-analysis/videos/ch1_3.mp4 19.4 MB
intermediate-t-sql/chapter-2-math-functions/videos/ch2_3.mp4 19.4 MB
big-data-fundamentals-with-pyspark/chapter-3-pyspark-sql--dataframes/videos/ch3_2.mp4 19.4 MB
improving-query-performance-in-sql-server/chapter-2-filtering-and-data-interrogation/videos/ch2_4.mp4 19.3 MB
credit-risk-modeling-in-r/chapter-1-introduction-and-data-preprocessing/videos/ch1_3.mp4 19.3 MB
improving-query-performance-in-sql-server/chapter-3-sub-queries-and-presence-or-absence/videos/ch3_4.mp4 19.2 MB
natural-language-generation-in-python/chapter-2-write-like-shakespeare/videos/ch2_1.mp4 19.2 MB
introduction-to-airflow-in-python/chapter-2-implementing-airflow-dags/videos/ch2_4.mp4 19.2 MB
dealing-with-missing-data-in-python/chapter-4-advanced-imputation-techniques/videos/ch4_2.mp4 19.2 MB
data-manipulation-with-datatable-in-r/chapter-1-introduction-to-data.table/videos/ch1_2.mp4 19.2 MB
supervised-learning-in-r-regression/chapter-2-training-and-evaluating-regression-models/videos/ch2_3.mp4 19.1 MB
machine-translation-in-python/chapter-1-introduction-to-machine-translation/videos/ch1_1.mp4 19.1 MB
garch-models-in-python/chapter-4-garch-in-action/videos/ch4_2.mp4 19.1 MB
natural-language-generation-in-python/chapter-2-write-like-shakespeare/videos/ch2_2.mp4 19.1 MB
developing-python-packages/chapter-4-rapid-package-development/videos/ch4_1.mp4 19.1 MB
web-scraping-with-python/chapter-2-xpaths-and-selectors/videos/ch2_2.mp4 19.1 MB
credit-risk-modeling-in-python/chapter-4-model-evaluation-and-implementation/videos/ch4_2.mp4 19.1 MB
cleaning-data-in-python/chapter-1-common-data-problems/videos/ch1_1.mp4 19.0 MB
database-design/chapter-4-database-management/videos/ch4_2.mp4 19.0 MB
cluster-analysis-in-python/chapter-4-clustering-in-real-world/videos/ch4_2.mp4 19.0 MB
feature-engineering-for-nlp-in-python/chapter-1-basic-features-and-readability-scores/videos/ch1_1.mp4 19.0 MB
customer-analytics-and-ab-testing-in-python/chapter-1-key-performance-indicators-measuring-business-success/videos/ch1_2.mp4 19.0 MB
cleaning-data-in-r/chapter-3-advanced-data-problems/videos/ch3_1.mp4 19.0 MB
machine-learning-for-time-series-data-in-python/chapter-2-time-series-as-inputs-to-a-model/videos/ch2_1.mp4 19.0 MB
improving-your-data-visualizations-in-python/chapter-3-showing-uncertainty/videos/ch3_2.mp4 19.0 MB
hyperparameter-tuning-in-python/chapter-1-hyperparameters-and-parameters/videos/ch1_2.mp4 18.9 MB
unsupervised-learning-in-python/chapter-4-discovering-interpretable-features/videos/ch4_3.mp4 18.9 MB
intermediate-portfolio-analysis-in-r/chapter-1-introduction-and-portfolio-theory/videos/ch1_1.mp4 18.9 MB
introduction-to-deep-learning-with-pytorch/chapter-3-convolutional-neural-networks-(cnns)/videos/ch3_2.mp4 18.9 MB
big-data-fundamentals-with-pyspark/chapter-4-machine-learning-with-pyspark-mllib/videos/ch4_4.mp4 18.9 MB
arima-models-in-python/chapter-3-chapter-3---the-best-of-the-best-models/videos/ch3_3.mp4 18.8 MB
garch-models-in-python/chapter-2-garch-model-configuration/videos/ch2_4.mp4 18.8 MB
intermediate-regression-in-r/chapter-3-multiple-linear-regression/videos/ch3_3.mp4 18.8 MB
natural-language-generation-in-python/chapter-3-translate-words-to-a-different-language/videos/ch3_3.mp4 18.8 MB
intermediate-regression-in-r/chapter-2-interactions/videos/ch2_2.mp4 18.8 MB
intermediate-data-visualization-with-ggplot2/chapter-2-coordinates/videos/ch2_2.mp4 18.8 MB
cleaning-data-in-sql-server-databases/chapter-4-combining-splitting-and-transforming-data/videos/ch4_3.mp4 18.8 MB
importing-and-managing-financial-data-in-python/chapter-2-importing-financial-data-from-the-web/videos/ch2_3.mp4 18.8 MB
introduction-to-deep-learning-with-pytorch/chapter-1-introduction-to-pytorch/videos/ch1_3.mp4 18.7 MB
cleaning-data-in-python/chapter-4-record-linkage/videos/ch4_3.mp4 18.7 MB
cluster-analysis-in-python/chapter-1-introduction-to-clustering/videos/ch1_2.mp4 18.7 MB
functions-for-manipulating-data-in-sql-server/chapter-1-choosing-the-appropriate-data-type/videos/ch1_1.mp4 18.7 MB
customer-segmentation-in-python/chapter-1-cohort-analysis/videos/ch1_1.mp4 18.7 MB
exploratory-data-analysis-in-sql/chapter-1-whats-in-the-database/videos/ch1_1.mp4 18.7 MB
functions-for-manipulating-data-in-sql-server/chapter-3-working-with-strings/videos/ch3_3.mp4 18.7 MB
forecasting-in-r/chapter-5-advanced-methods/videos/ch5_4.mp4 18.6 MB
web-scraping-in-r/chapter-1-introduction-to-html-and-web-scraping/videos/ch1_3.mp4 18.6 MB
improving-query-performance-in-sql-server/chapter-3-sub-queries-and-presence-or-absence/videos/ch3_1.mp4 18.6 MB
big-data-fundamentals-with-pyspark/chapter-3-pyspark-sql--dataframes/videos/ch3_4.mp4 18.6 MB
functions-for-manipulating-data-in-sql-server/chapter-2-manipulating-time/videos/ch2_1.mp4 18.6 MB
customer-analytics-and-ab-testing-in-python/chapter-2-exploring-and-visualizing-customer-behavior/videos/ch2_1.mp4 18.5 MB
data-manipulation-with-dplyr/chapter-4-case-study-the-babynames-dataset/videos/ch4_3.mp4 18.5 MB
data-manipulation-with-datatable-in-r/chapter-5-importing-and-exporting-data/videos/ch5_1.mp4 18.5 MB
building-data-engineering-pipelines-in-python/chapter-2-creating-a-data-transformation-pipeline-with-pyspark/videos/ch2_4.mp4 18.5 MB
customer-analytics-and-ab-testing-in-python/chapter-3-the-design-and-application-of-a/b-testing/videos/ch3_2.mp4 18.5 MB
data-processing-in-shell/chapter-2-data-cleaning-and-munging-on-the-command-line/videos/ch2_2.mp4 18.5 MB
intermediate-regression-in-r/chapter-2-interactions/videos/ch2_1.mp4 18.4 MB
importing-and-managing-financial-data-in-python/chapter-4-aggregating-and-describing-your-data-by-category/videos/ch4_2.mp4 18.4 MB
intermediate-data-visualization-with-ggplot2/chapter-4-best-practices/videos/ch4_2.mp4 18.4 MB
data-driven-decision-making-in-sql/chapter-4-data-driven-decision-making-with-olap-sql-queries/videos/ch4_1.mp4 18.4 MB
feature-engineering-with-pyspark/chapter-1-exploratory-data-analysis/videos/ch1_3.mp4 18.4 MB
introduction-to-deep-learning-with-keras/chapter-2-going-deeper/videos/ch2_1.mp4 18.4 MB
natural-language-generation-in-python/chapter-1-introduction-to-sequential-data/videos/ch1_1.mp4 18.4 MB
time-series-analysis-in-r/chapter-2-predicting-the-future/videos/ch2_3.mp4 18.4 MB
data-engineering-for-everyone/chapter-1-what-is-data-engineering/videos/ch1_1.mp4 18.4 MB
natural-language-generation-in-python/chapter-4-autocomplete-your-sentences/videos/ch4_3.mp4 18.3 MB
cluster-analysis-in-python/chapter-2-hierarchical-clustering/videos/ch2_1.mp4 18.3 MB
arima-models-in-python/chapter-2-chapter-2---fitting-the-future/videos/ch2_2.mp4 18.3 MB
advanced-nlp-with-spacy/chapter-2-large-scale-data-analysis-with-spacy/videos/ch2_4.mp4 18.3 MB
customer-analytics-and-ab-testing-in-python/chapter-3-the-design-and-application-of-a/b-testing/videos/ch3_1.mp4 18.3 MB
improving-your-data-visualizations-in-python/chapter-3-showing-uncertainty/videos/ch3_1.mp4 18.3 MB
big-data-fundamentals-with-pyspark/chapter-4-machine-learning-with-pyspark-mllib/videos/ch4_1.mp4 18.3 MB
introduction-to-data-visualization-with-matplotlib/chapter-2-plotting-time-series/videos/ch2_1.mp4 18.2 MB
data-processing-in-shell/chapter-3-database-operations-on-the-command-line/videos/ch3_1.mp4 18.2 MB
data-driven-decision-making-in-sql/chapter-2-decision-making-with-simple-sql-queries/videos/ch2_3.mp4 18.2 MB
functions-for-manipulating-data-in-sql-server/chapter-4-recognizing-numeric-data-properties/videos/ch4_3.mp4 18.2 MB
introduction-to-airflow-in-python/chapter-1-intro-to-airflow/videos/ch1_3.mp4 18.2 MB
credit-risk-modeling-in-python/chapter-3-gradient-boosted-trees-using-xgboost/videos/ch3_1.mp4 18.2 MB
hyperparameter-tuning-in-python/chapter-3-random-search/videos/ch3_2.mp4 18.1 MB
introduction-to-data-visualization-with-ggplot2/chapter-4-themes/videos/ch4_2.mp4 18.1 MB
arima-models-in-python/chapter-1-chapter-1---arma-models/videos/ch1_2.mp4 18.1 MB
case-studies-manipulating-time-series-data-in-r/chapter-4-sports-data/videos/ch4_3.mp4 18.1 MB
data-manipulation-with-datatable-in-r/chapter-4-reference-semantics/videos/ch4_3.mp4 18.1 MB
recurrent-neural-networks-for-language-modeling-in-python/chapter-1-recurrent-neural-networks-and-keras/videos/ch1_3.mp4 18.1 MB
intermediate-python-for-finance/chapter-3-pandas-dataframe/videos/ch3_2.mp4 18.1 MB
introduction-to-deep-learning-with-pytorch/chapter-2-artificial-neural-networks/videos/ch2_1.mp4 18.1 MB
introduction-to-data-science-in-python/chapter-4-different-types-of-plots/videos/ch4_3.mp4 18.1 MB
machine-learning-for-time-series-data-in-python/chapter-1-time-series-and-machine-learning-primer/videos/ch1_2.mp4 18.1 MB
introduction-to-airflow-in-python/chapter-1-intro-to-airflow/videos/ch1_1.mp4 18.0 MB
hierarchical-and-recursive-queries-in-sql-server/chapter-2-hierarchical-and-recursive-queries/videos/ch2_2.mp4 18.0 MB
machine-learning-for-marketing-in-python/chapter-2-churn-prediction-and-drivers/videos/ch2_1.mp4 18.0 MB
big-data-fundamentals-with-pyspark/chapter-1-introduction-to-big-data-analysis-with-spark/videos/ch1_1.mp4 18.0 MB
developing-python-packages/chapter-2-install-your-package-from-anywhere/videos/ch2_1.mp4 18.0 MB
building-and-optimizing-triggers-in-sql-server/chapter-1-introduction-to-triggers/videos/ch1_1.mp4 18.0 MB
machine-learning-for-marketing-in-python/chapter-4-customer-segmentation/videos/ch4_2.mp4 18.0 MB
functions-for-manipulating-data-in-postgresql/chapter-3-parsing-and-manipulating-text/videos/ch3_1.mp4 18.0 MB
web-scraping-with-python/chapter-1-introduction-to-html/videos/ch1_3.mp4 17.9 MB
building-data-engineering-pipelines-in-python/chapter-1-ingesting-data/videos/ch1_2.mp4 17.9 MB
building-and-optimizing-triggers-in-sql-server/chapter-2-classification-of-triggers/videos/ch2_1.mp4 17.9 MB
introduction-to-deep-learning-with-pytorch/chapter-4-using-convolutional-neural-networks/videos/ch4_4.mp4 17.9 MB
dimensionality-reduction-in-python/chapter-3-feature-selection-ii-selecting-for-model-accuracy/videos/ch3_3.mp4 17.9 MB
credit-risk-modeling-in-python/chapter-2-logistic-regression-for-defaults/videos/ch2_2.mp4 17.9 MB
improving-your-data-visualizations-in-python/chapter-2-using-color-in-your-visualizations/videos/ch2_2.mp4 17.9 MB
natural-language-generation-in-python/chapter-4-autocomplete-your-sentences/videos/ch4_1.mp4 17.9 MB
web-scraping-with-python/chapter-1-introduction-to-html/videos/ch1_1.mp4 17.8 MB
feature-engineering-with-pyspark/chapter-3-feature-engineering/videos/ch3_3.mp4 17.8 MB
improving-query-performance-in-sql-server/chapter-1--introduction-review-and-the-order-of-things/videos/ch1_2.mp4 17.8 MB
developing-python-packages/chapter-4-rapid-package-development/videos/ch4_2.mp4 17.8 MB
importing-and-managing-financial-data-in-r/chapter-2-extracting-and-transforming-data/videos/ch2_1.mp4 17.8 MB
intermediate-t-sql/chapter-3-processing-data-in-sql-server/videos/ch3_1.mp4 17.8 MB
building-data-engineering-pipelines-in-python/chapter-4-managing-and-orchestrating-a-workflow/videos/ch4_2.mp4 17.7 MB
building-and-optimizing-triggers-in-sql-server/chapter-3-trigger-limitations-and-use-cases/videos/ch3_4.mp4 17.7 MB
building-data-engineering-pipelines-in-python/chapter-3-testing-your-data-pipeline/videos/ch3_1.mp4 17.7 MB
improving-query-performance-in-sql-server/chapter-4-query-performance-tuning/videos/ch4_3.mp4 17.6 MB
functions-for-manipulating-data-in-sql-server/chapter-2-manipulating-time/videos/ch2_2.mp4 17.6 MB
cleaning-data-in-python/chapter-1-common-data-problems/videos/ch1_2.mp4 17.6 MB
data-manipulation-with-datatable-in-r/chapter-3-groupwise-operations/videos/ch3_1.mp4 17.6 MB
web-scraping-with-python/chapter-3-css-locators-chaining-and-responses/videos/ch3_1.mp4 17.6 MB
machine-learning-with-tree-based-models-in-python/chapter-3-bagging-and-random-forests/videos/ch3_1.mp4 17.5 MB
credit-risk-modeling-in-python/chapter-2-logistic-regression-for-defaults/videos/ch2_3.mp4 17.5 MB
importing-and-managing-financial-data-in-python/chapter-1-importing-stock-listing-data-from-excel/videos/ch1_2.mp4 17.5 MB
building-data-engineering-pipelines-in-python/chapter-1-ingesting-data/videos/ch1_3.mp4 17.4 MB
machine-learning-with-pyspark/chapter-2-classification/videos/ch2_3.mp4 17.4 MB
introduction-to-linear-modeling-in-python/chapter-4-estimating-model-parameters/videos/ch4_4.mp4 17.4 MB
importing-and-managing-financial-data-in-r/chapter-2-extracting-and-transforming-data/videos/ch2_2.mp4 17.4 MB
functions-for-manipulating-data-in-sql-server/chapter-4-recognizing-numeric-data-properties/videos/ch4_1.mp4 17.4 MB
feature-engineering-with-pyspark/chapter-2-wrangling-with-spark-functions/videos/ch2_1.mp4 17.4 MB
data-processing-in-shell/chapter-4-data-pipeline-on-the-command-line/videos/ch4_1.mp4 17.4 MB
natural-language-generation-in-python/chapter-2-write-like-shakespeare/videos/ch2_3.mp4 17.4 MB
garch-models-in-python/chapter-2-garch-model-configuration/videos/ch2_1.mp4 17.3 MB
developing-python-packages/chapter-1-from-loose-code-to-local-package/videos/ch1_1.mp4 17.3 MB
garch-models-in-python/chapter-1-garch-model-fundamentals/videos/ch1_3.mp4 17.3 MB
introduction-to-bash-scripting/chapter-3-control-statements-in-bash-scripting/videos/ch3_1.mp4 17.3 MB
introduction-to-data-science-in-python/chapter-2-loading-data-in-pandas/videos/ch2_1.mp4 17.3 MB
recurrent-neural-networks-for-language-modeling-in-python/chapter-3-multi-class-classification/videos/ch3_1.mp4 17.3 MB
credit-risk-modeling-in-python/chapter-3-gradient-boosted-trees-using-xgboost/videos/ch3_2.mp4 17.3 MB
dealing-with-missing-data-in-python/chapter-2-does-missingness-have-a-pattern/videos/ch2_3.mp4 17.3 MB
arima-models-in-python/chapter-3-chapter-3---the-best-of-the-best-models/videos/ch3_1.mp4 17.2 MB
database-design/chapter-3-database-views/videos/ch3_1.mp4 17.2 MB
importing-and-managing-financial-data-in-python/chapter-3-summarizing-your-data-and-visualizing-the-result/videos/ch3_4.mp4 17.2 MB
visualizing-geospatial-data-in-python/chapter-1-building-2-layer-maps--combining-polygons-and-scatterplots/videos/ch1_2.mp4 17.1 MB
dimensionality-reduction-in-python/chapter-2-feature-selection-i-selecting-for-feature-information/videos/ch2_2.mp4 17.1 MB
web-scraping-in-r/chapter-3-advanced-selection-with-xpath/videos/ch3_1.mp4 17.1 MB
hierarchical-and-recursive-queries-in-sql-server/chapter-4-hierarchical-queries-of-real-world-examples/videos/ch4_4.mp4 17.1 MB
importing-and-managing-financial-data-in-r/chapter-5-importing-text-data-and-adjusting-for-corporate-actions/videos/ch5_3.mp4 17.1 MB
web-scraping-with-python/chapter-2-xpaths-and-selectors/videos/ch2_4.mp4 17.1 MB
cluster-analysis-in-python/chapter-3-k-means-clustering/videos/ch3_1.mp4 17.1 MB
machine-learning-with-tree-based-models-in-python/chapter-4-boosting/videos/ch4_2.mp4 17.0 MB
customer-segmentation-in-python/chapter-4-customer-segmentation-with-k-means-/videos/ch4_2.mp4 17.0 MB
web-scraping-with-python/chapter-4-spiders/videos/ch4_2.mp4 17.0 MB
data-manipulation-with-dplyr/chapter-4-case-study-the-babynames-dataset/videos/ch4_2.mp4 17.0 MB
exploratory-data-analysis-in-sql/chapter-4-working-with-dates-and-timestamps/videos/ch4_3.mp4 17.0 MB
functions-for-manipulating-data-in-sql-server/chapter-3-working-with-strings/videos/ch3_1.mp4 17.0 MB
credit-risk-modeling-in-python/chapter-2-logistic-regression-for-defaults/videos/ch2_1.mp4 17.0 MB
functions-for-manipulating-data-in-sql-server/chapter-3-working-with-strings/videos/ch3_2.mp4 17.0 MB
cluster-analysis-in-python/chapter-1-introduction-to-clustering/videos/ch1_1.mp4 16.9 MB
natural-language-generation-in-python/chapter-4-autocomplete-your-sentences/videos/ch4_2.mp4 16.9 MB
functions-for-manipulating-data-in-sql-server/chapter-2-manipulating-time/videos/ch2_3.mp4 16.9 MB
supervised-learning-in-r-regression/chapter-4-dealing-with-non-linear-responses/videos/ch4_3.mp4 16.8 MB
feature-engineering-with-pyspark/chapter-1-exploratory-data-analysis/videos/ch1_1.mp4 16.8 MB
joining-data-with-dplyr/chapter-2-left-and-right-joins/videos/ch2_1.mp4 16.8 MB
dimensionality-reduction-in-python/chapter-4-feature-extraction/videos/ch4_1.mp4 16.8 MB
dimensionality-reduction-in-python/chapter-2-feature-selection-i-selecting-for-feature-information/videos/ch2_1.mp4 16.8 MB
functions-for-manipulating-data-in-sql-server/chapter-1-choosing-the-appropriate-data-type/videos/ch1_2.mp4 16.8 MB
arima-models-in-python/chapter-4-chapter-4---seasonal-arima-models/videos/ch4_3.mp4 16.8 MB
intermediate-portfolio-analysis-in-r/chapter-1-introduction-and-portfolio-theory/videos/ch1_2.mp4 16.8 MB
data-manipulation-with-pandas/chapter-2-aggregating-data/videos/ch2_4.mp4 16.7 MB
functions-for-manipulating-data-in-postgresql/chapter-4-full-text-search-and-postgressql-extensions/videos/ch4_2.mp4 16.7 MB
developing-python-packages/chapter-2-install-your-package-from-anywhere/videos/ch2_2.mp4 16.7 MB
building-and-optimizing-triggers-in-sql-server/chapter-1-introduction-to-triggers/videos/ch1_2.mp4 16.7 MB
arima-models-in-r/chapter-4-seasonal-arima/videos/ch4_3.mp4 16.7 MB
dimensionality-reduction-in-python/chapter-3-feature-selection-ii-selecting-for-model-accuracy/videos/ch3_1.mp4 16.7 MB
arima-models-in-python/chapter-4-chapter-4---seasonal-arima-models/videos/ch4_2.mp4 16.7 MB
data-manipulation-with-dplyr/chapter-1-transforming-data-with-dplyr/videos/ch1_2.mp4 16.7 MB
functions-for-manipulating-data-in-postgresql/chapter-1-overview-of-common-data-types/videos/ch1_1.mp4 16.7 MB
intermediate-t-sql/chapter-4-window-functions/videos/ch4_4.mp4 16.6 MB
feature-engineering-for-nlp-in-python/chapter-4-tf-idf-and-similarity-scores/videos/ch4_3.mp4 16.6 MB
hierarchical-and-recursive-queries-in-sql-server/chapter-3-creating-data-models-on-your-own/videos/ch3_2.mp4 16.6 MB
cleaning-data-in-r/chapter-3-advanced-data-problems/videos/ch3_2.mp4 16.6 MB
exploratory-data-analysis-in-sql/chapter-2-summarizing-and-aggregating-numeric-data/videos/ch2_1.mp4 16.6 MB
dimensionality-reduction-in-python/chapter-4-feature-extraction/videos/ch4_4.mp4 16.5 MB
machine-translation-in-python/chapter-4-teacher-forcing-and-word-embeddings/videos/ch4_5.mp4 16.5 MB
intermediate-t-sql/chapter-4-window-functions/videos/ch4_1.mp4 16.5 MB
introduction-to-airflow-in-python/chapter-1-intro-to-airflow/videos/ch1_2.mp4 16.4 MB
data-manipulation-with-pandas/chapter-2-aggregating-data/videos/ch2_1.mp4 16.4 MB
machine-learning-for-marketing-in-python/chapter-1-machine-learning-for-marketing-basics/videos/ch1_1.mp4 16.4 MB
exploratory-data-analysis-in-sql/chapter-3-exploring-categorical-data-and-unstructured-text/videos/ch3_1.mp4 16.3 MB
credit-risk-modeling-in-python/chapter-1-exploring-and-preparing-loan-data/videos/ch1_3.mp4 16.3 MB
building-chatbots-in-python/chapter-4-dialogue/videos/ch4_4.mp4 16.3 MB
introduction-to-airflow-in-python/chapter-4-building-production-pipelines-in-airflow/videos/ch4_2.mp4 16.3 MB
machine-learning-with-tree-based-models-in-python/chapter-5-model-tuning/videos/ch5_2.mp4 16.3 MB
web-scraping-in-r/chapter-3-advanced-selection-with-xpath/videos/ch3_2.mp4 16.2 MB
advanced-nlp-with-spacy/chapter-2-large-scale-data-analysis-with-spacy/videos/ch2_3.mp4 16.2 MB
intermediate-data-visualization-with-ggplot2/chapter-3-facets/videos/ch3_1.mp4 16.2 MB
feature-engineering-for-nlp-in-python/chapter-3-n-gram-models/videos/ch3_1.mp4 16.2 MB
analyzing-police-activity-with-pandas/chapter-4-analyzing-the-effect-of-weather-on-policing/videos/ch4_5.mp4 16.2 MB
developing-python-packages/chapter-2-install-your-package-from-anywhere/videos/ch2_3.mp4 16.2 MB
natural-language-generation-in-python/chapter-3-translate-words-to-a-different-language/videos/ch3_1.mp4 16.1 MB
dimensionality-reduction-in-python/chapter-2-feature-selection-i-selecting-for-feature-information/videos/ch2_3.mp4 16.1 MB
bond-valuation-and-analysis-in-r/chapter-1-introduction-and-plain-vanilla-bond-valuation/videos/ch1_2.mp4 16.1 MB
dealing-with-missing-data-in-python/chapter-1-the-problem-with-missing-data/videos/ch1_1.mp4 16.1 MB
customer-analytics-and-ab-testing-in-python/chapter-1-key-performance-indicators-measuring-business-success/videos/ch1_3.mp4 16.1 MB
introduction-to-airflow-in-python/chapter-2-implementing-airflow-dags/videos/ch2_2.mp4 16.1 MB
data-driven-decision-making-in-sql/chapter-3-data-driven-decision-making-with-advanced-sql-queries/videos/ch3_1.mp4 16.0 MB
intermediate-t-sql/chapter-2-math-functions/videos/ch2_1.mp4 16.0 MB
customer-segmentation-in-python/chapter-3-data-pre-processing-for-clustering/videos/ch3_3.mp4 16.0 MB
intermediate-data-visualization-with-ggplot2/chapter-4-best-practices/videos/ch4_1.mp4 16.0 MB
machine-learning-with-tree-based-models-in-python/chapter-3-bagging-and-random-forests/videos/ch3_2.mp4 16.0 MB
web-scraping-in-r/chapter-2-navigation-and-selection-with-css/videos/ch2_3.mp4 16.0 MB
dimensionality-reduction-in-python/chapter-1-exploring-high-dimensional-data/videos/ch1_2.mp4 16.0 MB
building-data-engineering-pipelines-in-python/chapter-4-managing-and-orchestrating-a-workflow/videos/ch4_3.mp4 16.0 MB
data-manipulation-with-pandas/chapter-3-slicing-and-indexing/videos/ch3_3.mp4 15.9 MB
supervised-learning-with-scikit-learn/chapter-1-classification/videos/ch1_1.mp4 15.9 MB
web-scraping-with-python/chapter-4-spiders/videos/ch4_3.mp4 15.9 MB
introduction-to-deep-learning-in-python/chapter-1-basics-of-deep-learning-and-neural-networks/videos/ch1_4.mp4 15.9 MB
introduction-to-portfolio-risk-management-in-python/chapter-3-factor-investing/videos/ch3_2.mp4 15.8 MB
data-driven-decision-making-in-sql/chapter-4-data-driven-decision-making-with-olap-sql-queries/videos/ch4_2.mp4 15.8 MB
object-oriented-programming-in-python/chapter-2-inheritance-and-polymorphism/videos/ch2_1.mp4 15.8 MB
machine-learning-with-tree-based-models-in-python/chapter-4-boosting/videos/ch4_3.mp4 15.8 MB
improving-query-performance-in-sql-server/chapter-2-filtering-and-data-interrogation/videos/ch2_2.mp4 15.8 MB
advanced-nlp-with-spacy/chapter-4-training-a-neural-network-model/videos/ch4_1.mp4 15.8 MB
introduction-to-airflow-in-python/chapter-3-maintaining-and-monitoring-airflow-workflows/videos/ch3_3.mp4 15.8 MB
importing-and-managing-financial-data-in-python/chapter-2-importing-financial-data-from-the-web/videos/ch2_1.mp4 15.8 MB
feature-engineering-with-pyspark/chapter-1-exploratory-data-analysis/videos/ch1_2.mp4 15.7 MB
importing-and-managing-financial-data-in-python/chapter-3-summarizing-your-data-and-visualizing-the-result/videos/ch3_3.mp4 15.7 MB
feature-engineering-with-pyspark/chapter-4-building-a-model/videos/ch4_2.mp4 15.7 MB
developing-python-packages/chapter-4-rapid-package-development/videos/ch4_3.mp4 15.7 MB
feature-engineering-with-pyspark/chapter-3-feature-engineering/videos/ch3_1.mp4 15.7 MB
credit-risk-modeling-in-python/chapter-1-exploring-and-preparing-loan-data/videos/ch1_1.mp4 15.7 MB
intermediate-data-visualization-with-ggplot2/chapter-2-coordinates/videos/ch2_4.mp4 15.6 MB
arima-models-in-python/chapter-3-chapter-3---the-best-of-the-best-models/videos/ch3_2.mp4 15.6 MB
exploratory-data-analysis-in-sql/chapter-4-working-with-dates-and-timestamps/videos/ch4_2.mp4 15.6 MB
machine-learning-for-marketing-in-python/chapter-4-customer-segmentation/videos/ch4_1.mp4 15.5 MB
feature-engineering-for-nlp-in-python/chapter-2-text-preprocessing-pos-tagging-and-ner/videos/ch2_2.mp4 15.5 MB
bond-valuation-and-analysis-in-r/chapter-1-introduction-and-plain-vanilla-bond-valuation/videos/ch1_1.mp4 15.5 MB
applying-sql-to-real-world-problems/chapter-1-use-real-world-sql/videos/ch1_1.mp4 15.5 MB
web-scraping-with-python/chapter-4-spiders/videos/ch4_4.mp4 15.5 MB
importing-and-managing-financial-data-in-python/chapter-4-aggregating-and-describing-your-data-by-category/videos/ch4_4.mp4 15.5 MB
intermediate-portfolio-analysis-in-r/chapter-2-portfolio-optimization-workflow/videos/ch2_3.mp4 15.5 MB
cleaning-data-in-sql-server-databases/chapter-2-dealing-with-missing-data-duplicate-data-and-different-date-formats/videos/ch2_3.mp4 15.4 MB
big-data-fundamentals-with-pyspark/chapter-1-introduction-to-big-data-analysis-with-spark/videos/ch1_3.mp4 15.4 MB
web-scraping-in-r/chapter-1-introduction-to-html-and-web-scraping/videos/ch1_1.mp4 15.4 MB
improving-your-data-visualizations-in-python/chapter-3-showing-uncertainty/videos/ch3_3.mp4 15.4 MB
importing-and-managing-financial-data-in-r/chapter-5-importing-text-data-and-adjusting-for-corporate-actions/videos/ch5_1.mp4 15.4 MB
importing-and-managing-financial-data-in-r/chapter-5-importing-text-data-and-adjusting-for-corporate-actions/videos/ch5_2.mp4 15.4 MB
building-and-optimizing-triggers-in-sql-server/chapter-2-classification-of-triggers/videos/ch2_3.mp4 15.3 MB
feature-engineering-for-nlp-in-python/chapter-4-tf-idf-and-similarity-scores/videos/ch4_1.mp4 15.3 MB
working-with-dates-and-times-in-python/chapter-4-easy-and-powerful-dates-and-times-in-pandas/videos/ch4_1.mp4 15.3 MB
functions-for-manipulating-data-in-postgresql/chapter-1-overview-of-common-data-types/videos/ch1_3.mp4 15.3 MB
joining-data-with-pandas/chapter-3--advanced-merging-and-concatenating/videos/ch3_1.mp4 15.2 MB
bond-valuation-and-analysis-in-r/chapter-3-duration-and-convexity/videos/ch3_2.mp4 15.2 MB
supervised-learning-in-r-regression/chapter-1-what-is-regression/videos/ch1_4.mp4 15.2 MB
model-validation-in-python/chapter-2-validation-basics/videos/ch2_4.mp4 15.2 MB
web-scraping-with-python/chapter-2-xpaths-and-selectors/videos/ch2_1.mp4 15.2 MB
advanced-nlp-with-spacy/chapter-1-finding-words-phrases-names-and-concepts/videos/ch1_2.mp4 15.2 MB
intermediate-t-sql/chapter-4-window-functions/videos/ch4_3.mp4 15.2 MB
bond-valuation-and-analysis-in-r/chapter-3-duration-and-convexity/videos/ch3_3.mp4 15.2 MB
advanced-nlp-with-spacy/chapter-1-finding-words-phrases-names-and-concepts/videos/ch1_3.mp4 15.1 MB
feature-engineering-with-pyspark/chapter-2-wrangling-with-spark-functions/videos/ch2_4.mp4 15.1 MB
arima-models-in-python/chapter-4-chapter-4---seasonal-arima-models/videos/ch4_4.mp4 15.1 MB
hierarchical-and-recursive-queries-in-sql-server/chapter-2-hierarchical-and-recursive-queries/videos/ch2_1.mp4 15.1 MB
credit-risk-modeling-in-python/chapter-4-model-evaluation-and-implementation/videos/ch4_4.mp4 15.1 MB
feature-engineering-for-nlp-in-python/chapter-3-n-gram-models/videos/ch3_2.mp4 15.1 MB
bond-valuation-and-analysis-in-r/chapter-2-yield-to-maturity/videos/ch2_2.mp4 15.1 MB
working-with-dates-and-times-in-r/chapter-1-dates-and-times-in-r/videos/ch1_1.mp4 15.0 MB
cluster-analysis-in-python/chapter-3-k-means-clustering/videos/ch3_3.mp4 15.0 MB
writing-efficient-r-code/chapter-4-turbo-charged-code-parallel-programming/videos/ch4_2.mp4 15.0 MB
importing-and-managing-financial-data-in-python/chapter-4-aggregating-and-describing-your-data-by-category/videos/ch4_3.mp4 15.0 MB
big-data-fundamentals-with-pyspark/chapter-3-pyspark-sql--dataframes/videos/ch3_3.mp4 15.0 MB
introduction-to-data-engineering/chapter-3-extract-transform-and-load-(etl)/videos/ch3_3.mp4 15.0 MB
dimensionality-reduction-in-python/chapter-3-feature-selection-ii-selecting-for-model-accuracy/videos/ch3_2.mp4 15.0 MB
web-scraping-with-python/chapter-3-css-locators-chaining-and-responses/videos/ch3_4.mp4 15.0 MB
garch-models-in-python/chapter-3-model-performance-evaluation/videos/ch3_1.mp4 14.9 MB
cleaning-data-with-pyspark/chapter-2-manipulating-dataframes-in-the-real-world/videos/ch2_1.mp4 14.9 MB
working-with-dates-and-times-in-python/chapter-3-time-zones-and-daylight-saving/videos/ch3_2.mp4 14.9 MB
introduction-to-airflow-in-python/chapter-4-building-production-pipelines-in-airflow/videos/ch4_3.mp4 14.9 MB
building-and-optimizing-triggers-in-sql-server/chapter-2-classification-of-triggers/videos/ch2_2.mp4 14.9 MB
importing-and-managing-financial-data-in-python/chapter-3-summarizing-your-data-and-visualizing-the-result/videos/ch3_2.mp4 14.9 MB
data-engineering-for-everyone/chapter-3-moving-and-processing-data/videos/ch3_4.mp4 14.9 MB
supervised-learning-in-r-regression/chapter-2-training-and-evaluating-regression-models/videos/ch2_2.mp4 14.8 MB
intermediate-portfolio-analysis-in-r/chapter-2-portfolio-optimization-workflow/videos/ch2_1.mp4 14.8 MB
feature-engineering-for-nlp-in-python/chapter-2-text-preprocessing-pos-tagging-and-ner/videos/ch2_1.mp4 14.8 MB
web-scraping-in-r/chapter-4-scraping-best-practices/videos/ch4_3.mp4 14.8 MB
cluster-analysis-in-python/chapter-4-clustering-in-real-world/videos/ch4_3.mp4 14.8 MB
data-manipulation-with-pandas/chapter-4-creating-and-visualizing-dataframes/videos/ch4_3.mp4 14.7 MB
data-manipulation-with-dplyr/chapter-2-aggregating-data/videos/ch2_2.mp4 14.7 MB
introduction-to-using-mongodb-for-data-science-with-python/chapter-4-aggregation-pipelines-let-the-server-do-it-for-you/videos/ch4_2.mp4 14.7 MB
credit-risk-modeling-in-r/chapter-1-introduction-and-data-preprocessing/videos/ch1_2.mp4 14.7 MB
data-processing-in-shell/chapter-1-downloading-data-on-the-command-line/videos/ch1_2.mp4 14.7 MB
developing-python-packages/chapter-2-install-your-package-from-anywhere/videos/ch2_4.mp4 14.7 MB
credit-risk-modeling-in-r/chapter-1-introduction-and-data-preprocessing/videos/ch1_1.mp4 14.6 MB
intermediate-regression-in-r/chapter-4-multiple-logistic-regression/videos/ch4_1.mp4 14.6 MB
data-processing-in-shell/chapter-3-database-operations-on-the-command-line/videos/ch3_2.mp4 14.6 MB
applying-sql-to-real-world-problems/chapter-4-best-practices-for-writing-sql/videos/ch4_3.mp4 14.6 MB
garch-models-in-python/chapter-3-model-performance-evaluation/videos/ch3_2.mp4 14.6 MB
building-and-optimizing-triggers-in-sql-server/chapter-3-trigger-limitations-and-use-cases/videos/ch3_2.mp4 14.5 MB
building-and-optimizing-triggers-in-sql-server/chapter-1-introduction-to-triggers/videos/ch1_3.mp4 14.5 MB
introduction-to-spark-sql-in-python/chapter-4-text-classification/videos/ch4_4.mp4 14.5 MB
big-data-fundamentals-with-pyspark/chapter-1-introduction-to-big-data-analysis-with-spark/videos/ch1_2.mp4 14.5 MB
data-driven-decision-making-in-sql/chapter-3-data-driven-decision-making-with-advanced-sql-queries/videos/ch3_3.mp4 14.5 MB
advanced-nlp-with-spacy/chapter-3-processing-pipelines/videos/ch3_2.mp4 14.5 MB
customer-segmentation-in-python/chapter-4-customer-segmentation-with-k-means-/videos/ch4_1.mp4 14.4 MB
supervised-learning-in-r-classification/chapter-2-chapter-2-naive-bayes/videos/ch2_2.mp4 14.4 MB
visualizing-geospatial-data-in-python/chapter-3-geoseries-and--folium/videos/ch3_2.mp4 14.4 MB
applying-sql-to-real-world-problems/chapter-3-manage-your-data/videos/ch3_1.mp4 14.4 MB
introduction-to-airflow-in-python/chapter-3-maintaining-and-monitoring-airflow-workflows/videos/ch3_1.mp4 14.4 MB
web-scraping-with-python/chapter-3-css-locators-chaining-and-responses/videos/ch3_2.mp4 14.4 MB
unit-testing-for-data-science-in-python/chapter-4-testing-models-plots-and-much-more/videos/ch4_3.mp4 14.4 MB
credit-risk-modeling-in-python/chapter-1-exploring-and-preparing-loan-data/videos/ch1_2.mp4 14.3 MB
cleaning-data-in-sql-server-databases/chapter-4-combining-splitting-and-transforming-data/videos/ch4_1.mp4 14.3 MB
machine-learning-with-pyspark/chapter-1-introduction/videos/ch1_1.mp4 14.2 MB
quantitative-risk-management-in-r/chapter-2-real-world-returns-are-riskier-than-normal/videos/ch2_1.mp4 14.2 MB
bond-valuation-and-analysis-in-r/chapter-2-yield-to-maturity/videos/ch2_3.mp4 14.2 MB
improving-your-data-visualizations-in-python/chapter-4-visualization-in-the-data-science-workflow/videos/ch4_2.mp4 14.2 MB
intermediate-python-for-finance/chapter-2-control-flow-and-logic/videos/ch2_2.mp4 14.2 MB
interactive-data-visualization-with-bokeh/chapter-1-basic-plotting-with-bokeh/videos/ch1_3.mp4 14.2 MB
big-data-fundamentals-with-pyspark/chapter-2-programming-in-pyspark-rdds/videos/ch2_1.mp4 14.2 MB
credit-risk-modeling-in-r/chapter-3-decision-trees/videos/ch3_3.mp4 14.2 MB
intermediate-t-sql/chapter-2-math-functions/videos/ch2_2.mp4 14.1 MB
introduction-to-natural-language-processing-in-python/chapter-3-named-entity-recognition/videos/ch3_1.mp4 14.1 MB
feature-engineering-with-pyspark/chapter-2-wrangling-with-spark-functions/videos/ch2_2.mp4 14.1 MB
importing-and-managing-financial-data-in-python/chapter-3-summarizing-your-data-and-visualizing-the-result/videos/ch3_1.mp4 14.1 MB
introduction-to-deep-learning-with-keras/chapter-4-advanced-model-architectures/videos/ch4_4.mp4 14.1 MB
intermediate-python-for-finance/chapter-3-pandas-dataframe/videos/ch3_1.mp4 14.1 MB
machine-learning-for-marketing-in-python/chapter-1-machine-learning-for-marketing-basics/videos/ch1_3.mp4 14.1 MB
cluster-analysis-in-python/chapter-2-hierarchical-clustering/videos/ch2_2.mp4 14.1 MB
building-and-optimizing-triggers-in-sql-server/chapter-4-trigger-optimization-and-management/videos/ch4_1.mp4 14.0 MB
intermediate-portfolio-analysis-in-r/chapter-4-application/videos/ch4_1.mp4 14.0 MB
intermediate-portfolio-analysis-in-r/chapter-2-portfolio-optimization-workflow/videos/ch2_2.mp4 14.0 MB
exploratory-data-analysis-in-sql/chapter-2-summarizing-and-aggregating-numeric-data/videos/ch2_2.mp4 14.0 MB
writing-functions-and-stored-procedures-in-sql-server/chapter-1-temporal-eda-variables--date-manipulation/videos/ch1_2.mp4 14.0 MB
intermediate-python-for-finance/chapter-2-control-flow-and-logic/videos/ch2_1.mp4 14.0 MB
credit-risk-modeling-in-r/chapter-2-logistic-regression/videos/ch2_1.mp4 14.0 MB
customer-segmentation-in-python/chapter-2-recency-frequency-monetary-value-analysis/videos/ch2_2.mp4 14.0 MB
exploratory-data-analysis-in-sql/chapter-4-working-with-dates-and-timestamps/videos/ch4_4.mp4 13.9 MB
improving-your-data-visualizations-in-python/chapter-4-visualization-in-the-data-science-workflow/videos/ch4_4.mp4 13.9 MB
arima-models-in-python/chapter-1-chapter-1---arma-models/videos/ch1_1.mp4 13.9 MB
hierarchical-and-recursive-queries-in-sql-server/chapter-3-creating-data-models-on-your-own/videos/ch3_1.mp4 13.9 MB
introduction-to-airflow-in-python/chapter-4-building-production-pipelines-in-airflow/videos/ch4_1.mp4 13.9 MB
data-processing-in-shell/chapter-4-data-pipeline-on-the-command-line/videos/ch4_3.mp4 13.8 MB
feature-engineering-for-nlp-in-python/chapter-1-basic-features-and-readability-scores/videos/ch1_2.mp4 13.8 MB
importing-and-managing-financial-data-in-r/chapter-4-aligning-data-with-different-periodicities/videos/ch4_1.mp4 13.8 MB
time-series-analysis-in-r/chapter-2-predicting-the-future/videos/ch2_2.mp4 13.8 MB
functions-for-manipulating-data-in-postgresql/chapter-2-working-with-date/time-functions-and-operators/videos/ch2_1.mp4 13.8 MB
intro-to-python-for-data-science/chapter-1-python-basics/videos/ch1_2.mp4 13.8 MB
functions-for-manipulating-data-in-postgresql/chapter-4-full-text-search-and-postgressql-extensions/videos/ch4_3.mp4 13.8 MB
intermediate-regression-in-r/chapter-2-interactions/videos/ch2_3.mp4 13.8 MB
image-processing-in-python/chapter-3-image-restoration-noise-segmentation-and-contours/chapter3.pdf 13.8 MB
exploratory-data-analysis-in-sql/chapter-2-summarizing-and-aggregating-numeric-data/videos/ch2_3.mp4 13.7 MB
cleaning-data-in-python/chapter-3-advanced-data-problems/videos/ch3_2.mp4 13.7 MB
introduction-to-aws-boto-in-python/chapter-1-putting-files-in-the-cloud/videos/ch1_2.mp4 13.7 MB
cluster-analysis-in-python/chapter-3-k-means-clustering/videos/ch3_2.mp4 13.7 MB
introduction-to-portfolio-risk-management-in-python/chapter-4-value-at-risk/videos/ch4_3.mp4 13.7 MB
intermediate-data-visualization-with-ggplot2/chapter-2-coordinates/videos/ch2_3.mp4 13.6 MB
reporting-with-rmarkdown/chapter-1-getting-started-with-r-markdown/videos/ch1_1.mp4 13.6 MB
data-manipulation-with-datatable-in-r/chapter-2-selecting-and-computing-on-columns/videos/ch2_2.mp4 13.6 MB
web-scraping-with-python/chapter-4-spiders/videos/ch4_1.mp4 13.6 MB
cleaning-data-with-pyspark/chapter-2-manipulating-dataframes-in-the-real-world/videos/ch2_4.mp4 13.5 MB
hierarchical-and-recursive-queries-in-sql-server/chapter-1-recursion-and-common-table-expression-(cte)/videos/ch1_3.mp4 13.5 MB
object-oriented-programming-in-python/chapter-4-best-practices-of-class-design/videos/ch4_1.mp4 13.5 MB
cleaning-data-with-pyspark/chapter-1-dataframe-details/videos/ch1_1.mp4 13.5 MB
cleaning-data-with-pyspark/chapter-4-complex-processing-and-data-pipelines/videos/ch4_2.mp4 13.5 MB
interactive-data-visualization-with-bokeh/chapter-3-building-interactive-apps-with-bokeh/videos/ch3_2.mp4 13.5 MB
feature-engineering-with-pyspark/chapter-4-building-a-model/videos/ch4_3.mp4 13.4 MB
exploratory-data-analysis-in-sql/chapter-3-exploring-categorical-data-and-unstructured-text/videos/ch3_2.mp4 13.4 MB
introduction-to-data-engineering/chapter-3-extract-transform-and-load-(etl)/videos/ch3_4.mp4 13.4 MB
intermediate-python-for-finance/chapter-4-working-with-nasdaq-stock-data/videos/ch4_1.mp4 13.4 MB
advanced-nlp-with-spacy/chapter-3-processing-pipelines/videos/ch3_3.mp4 13.4 MB
feature-engineering-for-nlp-in-python/chapter-4-tf-idf-and-similarity-scores/videos/ch4_4.mp4 13.4 MB
intermediate-python-for-finance/chapter-1-datetimes-and-dictionaries-/videos/ch1_2.mp4 13.3 MB
data-manipulation-with-datatable-in-r/chapter-3-groupwise-operations/videos/ch3_2.mp4 13.3 MB
cleaning-data-in-sql-server-databases/chapter-4-combining-splitting-and-transforming-data/videos/ch4_2.mp4 13.3 MB
garch-models-in-python/chapter-4-garch-in-action/videos/ch4_3.mp4 13.3 MB
importing-and-managing-financial-data-in-r/chapter-3-managing-data-from-multiple-sources/videos/ch3_1.mp4 13.3 MB
functions-for-manipulating-data-in-postgresql/chapter-4-full-text-search-and-postgressql-extensions/videos/ch4_1.mp4 13.3 MB
machine-learning-for-finance-in-python/chapter-3-neural-networks-and-knn/videos/ch3_4.mp4 13.3 MB
dealing-with-missing-data-in-python/chapter-4-advanced-imputation-techniques/videos/ch4_1.mp4 13.3 MB
introduction-to-airflow-in-python/chapter-4-building-production-pipelines-in-airflow/videos/ch4_4.mp4 13.3 MB
intermediate-python-for-finance/chapter-1-datetimes-and-dictionaries-/videos/ch1_1.mp4 13.3 MB
advanced-nlp-with-spacy/chapter-4-training-a-neural-network-model/videos/ch4_2.mp4 13.2 MB
data-driven-decision-making-in-sql/chapter-3-data-driven-decision-making-with-advanced-sql-queries/videos/ch3_2.mp4 13.2 MB
intermediate-r-for-finance/chapter-5-apply/videos/ch5_4.mp4 13.2 MB
arima-models-in-python/chapter-1-chapter-1---arma-models/videos/ch1_3.mp4 13.1 MB
data-manipulation-with-datatable-in-r/chapter-3-groupwise-operations/videos/ch3_3.mp4 13.0 MB
introduction-to-python-for-finance/chapter-4-visualization-in-python/videos/ch4_2.mp4 13.0 MB
feature-engineering-for-nlp-in-python/chapter-2-text-preprocessing-pos-tagging-and-ner/videos/ch2_4.mp4 13.0 MB
cluster-analysis-in-python/chapter-1-introduction-to-clustering/videos/ch1_3.mp4 13.0 MB
working-with-dates-and-times-in-r/chapter-3-arithmetic-with-dates-and-times/videos/ch3_3.mp4 13.0 MB
data-manipulation-with-pandas/chapter-2-aggregating-data/videos/ch2_3.mp4 13.0 MB
applying-sql-to-real-world-problems/chapter-4-best-practices-for-writing-sql/videos/ch4_2.mp4 13.0 MB
introduction-to-deep-learning-with-pytorch/chapter-1-introduction-to-pytorch/videos/ch1_2.mp4 12.9 MB
data-manipulation-with-dplyr/chapter-2-aggregating-data/videos/ch2_3.mp4 12.9 MB
exploratory-data-analysis-in-sql/chapter-4-working-with-dates-and-timestamps/videos/ch4_1.mp4 12.9 MB
garch-models-in-python/chapter-3-model-performance-evaluation/videos/ch3_3.mp4 12.9 MB
importing-and-managing-financial-data-in-r/chapter-4-aligning-data-with-different-periodicities/videos/ch4_2.mp4 12.9 MB
machine-learning-for-marketing-in-python/chapter-4-customer-segmentation/videos/ch4_4.mp4 12.8 MB
credit-risk-modeling-in-r/chapter-3-decision-trees/videos/ch3_1.mp4 12.8 MB
garch-models-in-python/chapter-2-garch-model-configuration/videos/ch2_3.mp4 12.8 MB
object-oriented-programming-in-python/chapter-3-integrating-with-standard-python/videos/ch3_1.mp4 12.8 MB
applying-sql-to-real-world-problems/chapter-1-use-real-world-sql/videos/ch1_3.mp4 12.8 MB
interactive-data-visualization-with-bokeh/chapter-3-building-interactive-apps-with-bokeh/videos/ch3_1.mp4 12.8 MB
introduction-to-airflow-in-python/chapter-2-implementing-airflow-dags/videos/ch2_1.mp4 12.7 MB
data-engineering-for-everyone/chapter-1-what-is-data-engineering/chapter1.pdf 12.7 MB
feature-engineering-with-pyspark/chapter-3-feature-engineering/videos/ch3_4.mp4 12.7 MB
data-engineering-for-everyone/chapter-2-storing-data/videos/ch2_3.mp4 12.7 MB
feature-engineering-for-nlp-in-python/chapter-4-tf-idf-and-similarity-scores/videos/ch4_2.mp4 12.7 MB
cluster-analysis-in-python/chapter-2-hierarchical-clustering/videos/ch2_3.mp4 12.6 MB
advanced-nlp-with-spacy/chapter-2-large-scale-data-analysis-with-spacy/videos/ch2_1.mp4 12.6 MB
intermediate-python-for-finance/chapter-4-working-with-nasdaq-stock-data/videos/ch4_3.mp4 12.6 MB
cleaning-data-in-sql-server-databases/chapter-3-dealing-with-out-of-range-values-different-data-types-and-pattern-matching/videos/ch3_2.mp4 12.6 MB
web-scraping-with-python/chapter-2-xpaths-and-selectors/videos/ch2_3.mp4 12.5 MB
importing-and-managing-financial-data-in-r/chapter-1-introduction-and-downloading-data/videos/ch1_1.mp4 12.5 MB
customer-segmentation-in-python/chapter-2-recency-frequency-monetary-value-analysis/videos/ch2_3.mp4 12.5 MB
cleaning-data-with-pyspark/chapter-3-improving-performance/videos/ch3_4.mp4 12.5 MB
image-processing-in-python/chapter-2-filters-contrast-transformation-and-morphology/chapter2.pdf 12.5 MB
interactive-data-visualization-with-bokeh/chapter-1-basic-plotting-with-bokeh/videos/ch1_2.mp4 12.5 MB
credit-risk-modeling-in-python/chapter-2-logistic-regression-for-defaults/videos/ch2_4.mp4 12.4 MB
data-driven-decision-making-in-sql/chapter-3-data-driven-decision-making-with-advanced-sql-queries/videos/ch3_4.mp4 12.4 MB
customer-segmentation-in-python/chapter-1-cohort-analysis/videos/ch1_4.mp4 12.4 MB
arima-models-in-r/chapter-4-seasonal-arima/videos/ch4_4.mp4 12.4 MB
data-engineering-for-everyone/chapter-3-moving-and-processing-data/videos/ch3_3.mp4 12.4 MB
applying-sql-to-real-world-problems/chapter-2-find-your-data/videos/ch2_3.mp4 12.3 MB
data-manipulation-with-dplyr/chapter-3-selecting-and-transforming-data/videos/ch3_3.mp4 12.2 MB
advanced-nlp-with-spacy/chapter-4-training-a-neural-network-model/videos/ch4_4.mp4 12.2 MB
data-engineering-for-everyone/chapter-1-what-is-data-engineering/videos/ch1_2.mp4 12.2 MB
bond-valuation-and-analysis-in-r/chapter-1-introduction-and-plain-vanilla-bond-valuation/videos/ch1_3.mp4 12.2 MB
introduction-to-airflow-in-python/chapter-3-maintaining-and-monitoring-airflow-workflows/videos/ch3_4.mp4 12.2 MB
introduction-to-airflow-in-python/chapter-3-maintaining-and-monitoring-airflow-workflows/videos/ch3_2.mp4 12.2 MB
exploratory-data-analysis-in-sql/chapter-3-exploring-categorical-data-and-unstructured-text/videos/ch3_3.mp4 12.1 MB
cleaning-data-with-pyspark/chapter-3-improving-performance/videos/ch3_1.mp4 12.1 MB
advanced-nlp-with-spacy/chapter-3-processing-pipelines/videos/ch3_1.mp4 12.0 MB
data-manipulation-with-dplyr/chapter-1-transforming-data-with-dplyr/videos/ch1_3.mp4 12.0 MB
defensive-r-programming/chapter-4-creating-a-battle-plan/videos/ch4_1.mp4 12.0 MB
defensive-r-programming/chapter-2-early-warning-systems/videos/ch2_4.mp4 11.9 MB
data-processing-in-shell/chapter-1-downloading-data-on-the-command-line/videos/ch1_3.mp4 11.9 MB
feature-engineering-for-nlp-in-python/chapter-2-text-preprocessing-pos-tagging-and-ner/videos/ch2_3.mp4 11.9 MB
data-driven-decision-making-in-sql/chapter-1-introduction-to-business-intelligence-for-a-online-movie-rental-database/videos/ch1_3.mp4 11.9 MB
web-scraping-with-python/chapter-3-css-locators-chaining-and-responses/videos/ch3_3.mp4 11.8 MB
hierarchical-and-recursive-queries-in-sql-server/chapter-4-hierarchical-queries-of-real-world-examples/videos/ch4_2.mp4 11.7 MB
web-scraping-with-python/chapter-1-introduction-to-html/videos/ch1_4.mp4 11.6 MB
streamlined-data-ingestion-with-pandas/chapter-3-importing-data-from-databases/videos/ch3_1.mp4 11.6 MB
introduction-to-importing-data-in-r/chapter-1-importing-data-from-flat-files-with-utils/videos/ch1_3.mp4 11.5 MB
case-study-exploratory-data-analysis-in-r/chapter-4-joining-and-tidying/videos/ch4_4.mp4 11.5 MB
introduction-to-spark-sql-in-python/chapter-2-using-window-function-sql-for-natural-language-processing/videos/ch2_3.mp4 11.5 MB
interactive-data-visualization-with-bokeh/chapter-3-building-interactive-apps-with-bokeh/videos/ch3_3.mp4 11.4 MB
intermediate-python-for-finance/chapter-4-working-with-nasdaq-stock-data/videos/ch4_2.mp4 11.4 MB
defensive-r-programming/chapter-4-creating-a-battle-plan/videos/ch4_3.mp4 11.4 MB
interactive-data-visualization-with-bokeh/chapter-1-basic-plotting-with-bokeh/videos/ch1_1.mp4 11.3 MB
writing-functions-and-stored-procedures-in-sql-server/chapter-2-user-defined-functions/videos/ch2_1.mp4 11.3 MB
data-engineering-for-everyone/chapter-3-moving-and-processing-data/videos/ch3_5.mp4 11.2 MB
visualizing-time-series-data-in-python/chapter-4-work-with-multiple-time-series/videos/ch4_1.mp4 11.2 MB
interactive-data-visualization-with-bokeh/chapter-2-layouts--interactions-and-annotations/videos/ch2_4.mp4 11.2 MB
data-manipulation-with-datatable-in-r/chapter-1-introduction-to-data.table/videos/ch1_3.mp4 11.1 MB
writing-efficient-r-code/chapter-3-diagnosing-problems-code-profiling/videos/ch3_2.mp4 11.1 MB
intermediate-regression-in-r/chapter-4-multiple-logistic-regression/videos/ch4_3.mp4 11.1 MB
web-scraping-in-r/chapter-4-scraping-best-practices/videos/ch4_2.mp4 11.1 MB
applying-sql-to-real-world-problems/chapter-3-manage-your-data/videos/ch3_2.mp4 11.0 MB
customer-segmentation-in-python/chapter-3-data-pre-processing-for-clustering/videos/ch3_1.mp4 11.0 MB
software-engineering-for-data-scientists-in-python/chapter-1-software-engineering--data-science/videos/ch1_3.mp4 11.0 MB
introduction-to-portfolio-analysis-in-python/chapter-3-performance-attribution/videos/ch3_1.mp4 10.9 MB
introduction-to-airflow-in-python/chapter-2-implementing-airflow-dags/videos/ch2_3.mp4 10.9 MB
web-scraping-in-r/chapter-2-navigation-and-selection-with-css/videos/ch2_1.mp4 10.9 MB
credit-risk-modeling-in-r/chapter-4-evaluating-a-credit-risk-model/videos/ch4_3.mp4 10.9 MB
cleaning-data-with-pyspark/chapter-3-improving-performance/videos/ch3_2.mp4 10.8 MB
intermediate-python-for-finance/chapter-1-datetimes-and-dictionaries-/videos/ch1_3.mp4 10.8 MB
supervised-learning-in-r-classification/chapter-3-chapter-3-logistic-regression/videos/ch3_3.mp4 10.7 MB
functions-for-manipulating-data-in-postgresql/chapter-1-overview-of-common-data-types/videos/ch1_2.mp4 10.7 MB
cleaning-data-in-r/chapter-4-record-linkage/videos/ch4_4.mp4 10.7 MB
cluster-analysis-in-python/chapter-2-hierarchical-clustering/videos/ch2_4.mp4 10.6 MB
credit-risk-modeling-in-r/chapter-4-evaluating-a-credit-risk-model/videos/ch4_1.mp4 10.6 MB
functions-for-manipulating-data-in-postgresql/chapter-3-parsing-and-manipulating-text/videos/ch3_3.mp4 10.6 MB
joining-data-in-postgresql/chapter-1-introduction-to-joins/videos/ch1_3.mp4 10.6 MB
joining-data-with-dplyr/chapter-4-case-study-joins-on-stack-overflow-data/videos/ch4_3.mp4 10.6 MB
hyperparameter-tuning-in-python/chapter-3-random-search/videos/ch3_3.mp4 10.5 MB
software-engineering-for-data-scientists-in-python/chapter-2-writing-a-python-module/videos/ch2_1.mp4 10.5 MB
case-studies-in-statistical-thinking/chapter-5-earthquakes-and-oil-mining-in-oklahoma/chapter5.pdf 10.5 MB
dimensionality-reduction-in-python/chapter-1-exploring-high-dimensional-data/videos/ch1_1.mp4 10.5 MB
advanced-nlp-with-spacy/chapter-4-training-a-neural-network-model/videos/ch4_3.mp4 10.5 MB
defensive-r-programming/chapter-4-creating-a-battle-plan/videos/ch4_4.mp4 10.4 MB
cleaning-data-with-pyspark/chapter-1-dataframe-details/videos/ch1_2.mp4 10.4 MB
improving-query-performance-in-sql-server/chapter-3-sub-queries-and-presence-or-absence/videos/ch3_2.mp4 10.4 MB
customer-segmentation-in-python/chapter-2-recency-frequency-monetary-value-analysis/videos/ch2_4.mp4 10.4 MB
data-manipulation-with-pandas/chapter-4-creating-and-visualizing-dataframes/videos/ch4_4.mp4 10.3 MB
defensive-r-programming/chapter-1-avoiding-conflict/videos/ch1_2.mp4 10.3 MB
exploratory-data-analysis-in-sql/chapter-2-summarizing-and-aggregating-numeric-data/videos/ch2_4.mp4 10.3 MB
introduction-to-portfolio-analysis-in-r/chapter-4-optimizing-the-portfolio/videos/ch4_3.mp4 10.3 MB
cleaning-data-with-pyspark/chapter-2-manipulating-dataframes-in-the-real-world/videos/ch2_2.mp4 10.3 MB
customer-segmentation-in-python/chapter-3-data-pre-processing-for-clustering/videos/ch3_2.mp4 10.3 MB
intermediate-t-sql/chapter-1-summarizing-data/videos/ch1_3.mp4 10.3 MB
introduction-to-data-science-in-python/chapter-2-loading-data-in-pandas/videos/ch2_2.mp4 10.2 MB
defensive-r-programming/chapter-1-avoiding-conflict/videos/ch1_1.mp4 10.1 MB
cleaning-data-with-pyspark/chapter-3-improving-performance/videos/ch3_3.mp4 10.1 MB
credit-risk-modeling-in-r/chapter-4-evaluating-a-credit-risk-model/videos/ch4_2.mp4 10.1 MB
intermediate-t-sql/chapter-2-math-functions/videos/ch2_4.mp4 10.1 MB
data-manipulation-with-pandas/chapter-1-transforming-data/videos/ch1_3.mp4 10.0 MB
cleaning-data-with-pyspark/chapter-4-complex-processing-and-data-pipelines/videos/ch4_1.mp4 10.0 MB
credit-risk-modeling-in-r/chapter-3-decision-trees/videos/ch3_2.mp4 10.0 MB
intermediate-portfolio-analysis-in-r/chapter-3-objective-functions-and-moment-estimation/videos/ch3_2.mp4 10.0 MB
advanced-nlp-with-spacy/chapter-1-finding-words-phrases-names-and-concepts/videos/ch1_1.mp4 9.9 MB
interactive-data-visualization-with-bokeh/chapter-2-layouts--interactions-and-annotations/videos/ch2_3.mp4 9.9 MB
intermediate-python-for-finance/chapter-2-control-flow-and-logic/videos/ch2_3.mp4 9.9 MB
introduction-to-importing-data-in-r/chapter-2-readr--data.table/videos/ch2_2.mp4 9.9 MB
statistical-thinking-in-python-part-2/chapter-1-parameter-estimation-by-optimization/videos/ch1_3.mp4 9.8 MB
bond-valuation-and-analysis-in-r/chapter-2-yield-to-maturity/videos/ch2_1.mp4 9.8 MB
functions-for-manipulating-data-in-postgresql/chapter-2-working-with-date/time-functions-and-operators/videos/ch2_2.mp4 9.8 MB
defensive-r-programming/chapter-2-early-warning-systems/videos/ch2_3.mp4 9.7 MB
manipulating-time-series-data-with-xts-and-zoo-in-r/chapter-1-introduction-to-extensible-time-series-using-xts-and-zoo-for-time-series/videos/ch1_1.mp4 9.7 MB
interactive-data-visualization-with-bokeh/chapter-2-layouts--interactions-and-annotations/videos/ch2_1.mp4 9.6 MB
practicing-coding-interview-questions-in-python/chapter-2-iterable-objects-and-representatives/videos/ch2_2.mp4 9.6 MB
unit-testing-for-data-science-in-python/chapter-1-unit-testing-basics/videos/ch1_4.mp4 9.6 MB
data-manipulation-with-dplyr/chapter-4-case-study-the-babynames-dataset/videos/ch4_1.mp4 9.6 MB
sentiment-analysis-in-python/datasets/IMDB_sample.csv 9.6 MB
defensive-r-programming/chapter-3-preparing-your-defenses/videos/ch3_2.mp4 9.5 MB
web-scraping-in-r/chapter-4-scraping-best-practices/videos/ch4_4.mp4 9.5 MB
defensive-r-programming/chapter-4-creating-a-battle-plan/videos/ch4_2.mp4 9.5 MB
cleaning-data-with-pyspark/chapter-2-manipulating-dataframes-in-the-real-world/videos/ch2_3.mp4 9.5 MB
analyzing-social-media-data-in-python/chapter-4-putting-twitter-data-on-the-map/videos/ch4_4.mp4 9.5 MB
cleaning-data-with-pyspark/chapter-4-complex-processing-and-data-pipelines/videos/ch4_3.mp4 9.4 MB
improving-your-data-visualizations-in-python/chapter-2-using-color-in-your-visualizations/chapter2.pdf 9.3 MB
applying-sql-to-real-world-problems/chapter-1-use-real-world-sql/videos/ch1_2.mp4 9.3 MB
data-manipulation-with-datatable-in-r/chapter-2-selecting-and-computing-on-columns/videos/ch2_3.mp4 9.3 MB
winning-a-kaggle-competition-in-python/chapter-4-modeling/videos/ch4_1.mp4 9.3 MB
introduction-to-portfolio-analysis-in-r/chapter-2-analyzing-performance/videos/ch2_1.mp4 9.2 MB
building-and-optimizing-triggers-in-sql-server/chapter-2-classification-of-triggers/videos/ch2_4.mp4 9.2 MB
manipulating-time-series-data-in-python/chapter-3-window-functions-rolling--expanding-metrics/videos/ch3_3.mp4 9.2 MB
introduction-to-sql-server/chapter-2-groups-strings-and-counting-things/videos/ch2_3.mp4 9.1 MB
unsupervised-learning-in-r/chapter-3-dimensionality-reduction-with-pca/videos/ch3_2.mp4 9.0 MB
credit-risk-modeling-in-r/chapter-2-logistic-regression/videos/ch2_2.mp4 9.0 MB
dealing-with-missing-data-in-python/chapter-2-does-missingness-have-a-pattern/videos/ch2_2.mp4 9.0 MB
improving-your-data-visualizations-in-python/chapter-4-visualization-in-the-data-science-workflow/videos/ch4_5.mp4 9.0 MB
introduction-to-using-mongodb-for-data-science-with-python/chapter-2-working-with-distinct-values-and-sets/videos/ch2_1.mp4 8.9 MB
advanced-nlp-with-spacy/chapter-2-large-scale-data-analysis-with-spacy/videos/ch2_2.mp4 8.9 MB
introduction-to-scala/chapter-1-a-scalable-language/videos/ch1_3.mp4 8.8 MB
time-series-analysis-in-sql-server/datasets/DaySpaVisitTable.csv 8.8 MB
data-manipulation-with-dplyr/chapter-3-selecting-and-transforming-data/videos/ch3_2.mp4 8.6 MB
case-studies-in-statistical-thinking/chapter-4-statistical-seismology-and-the-parkfield-region/chapter4.pdf 8.6 MB
importing-and-managing-financial-data-in-r/chapter-3-managing-data-from-multiple-sources/videos/ch3_2.mp4 8.6 MB
postgresql-summary-stats-and-window-functions/chapter-1-introduction-to-window-functions/videos/ch1_3.mp4 8.6 MB
intermediate-regression-in-r/chapter-4-multiple-logistic-regression/videos/ch4_4.mp4 8.5 MB
database-design/chapter-4-database-management/chapter4.pdf 8.5 MB
data-manipulation-with-pandas/chapter-2-aggregating-data/chapter2.pdf 8.5 MB
data-manipulation-with-dplyr/chapter-2-aggregating-data/videos/ch2_1.mp4 8.4 MB
cleaning-data-in-python/chapter-4-record-linkage/videos/ch4_4.mp4 8.3 MB
garch-models-in-python/chapter-2-garch-model-configuration/videos/ch2_2.mp4 8.3 MB
credit-risk-modeling-in-r/chapter-2-logistic-regression/videos/ch2_3.mp4 8.2 MB
introduction-to-writing-functions-in-r/chapter-2-all-about-arguments/videos/ch2_3.mp4 8.2 MB
interactive-data-visualization-with-bokeh/chapter-2-layouts--interactions-and-annotations/videos/ch2_2.mp4 8.2 MB
writing-efficient-python-code/chapter-3-gaining-efficiencies/videos/ch3_4.mp4 8.1 MB
intermediate-portfolio-analysis-in-r/chapter-1-introduction-and-portfolio-theory/videos/ch1_3.mp4 8.1 MB
intermediate-t-sql/chapter-3-processing-data-in-sql-server/videos/ch3_3.mp4 8.1 MB
importing-and-managing-financial-data-in-r/chapter-1-introduction-and-downloading-data/videos/ch1_2.mp4 8.0 MB
introduction-to-importing-data-in-python/chapter-3-working-with-relational-databases-in-python/videos/ch3_3.mp4 8.0 MB
data-types-for-data-science-in-python/chapter-5-answering-data-science-questions/videos/ch5_3.mp4 8.0 MB
machine-learning-for-marketing-in-python/chapter-4-customer-segmentation/videos/ch4_5.mp4 7.9 MB
python-data-science-toolbox-part-1/chapter-2-default-arguments-variable-length-arguments-and-scope/videos/ch2_4.mp4 7.9 MB
feature-engineering-with-pyspark/chapter-4-building-a-model/videos/ch4_4.mp4 7.9 MB
practicing-coding-interview-questions-in-python/chapter-1-python-data-structures-and-string-manipulation/videos/ch1_2.mp4 7.9 MB
statistical-thinking-in-python-part-1/chapter-4-thinking-probabilistically---continuous-variables/videos/ch4_4.mp4 7.8 MB
preprocessing-for-machine-learning-in-python/chapter-5-putting-it-all-together/videos/ch5_3.mp4 7.8 MB
applying-sql-to-real-world-problems/chapter-3-manage-your-data/videos/ch3_3.mp4 7.6 MB
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reporting-with-rmarkdown/chapter-4-customizing-the-report/videos/ch4_3.mp4 7.6 MB
improving-your-data-visualizations-in-python/chapter-3-showing-uncertainty/chapter3.pdf 7.5 MB
extreme-gradient-boosting-with-xgboost/chapter-1-classification-with-xgboost/chapter1.pdf 7.5 MB
big-data-fundamentals-with-pyspark/datasets/Fifa2018_dataset.csv 7.3 MB
introduction-to-deep-learning-in-python/chapter-1-basics-of-deep-learning-and-neural-networks/chapter1.pdf 7.3 MB
improving-query-performance-in-sql-server/chapter-4-query-performance-tuning/videos/ch4_5.mp4 7.3 MB
natural-language-generation-in-python/chapter-4-autocomplete-your-sentences/videos/ch4_4.mp4 7.2 MB
dimensionality-reduction-in-python/chapter-4-feature-extraction/chapter4.pdf 7.2 MB
data-manipulation-with-datatable-in-r/chapter-4-reference-semantics/videos/ch4_2.mp4 7.2 MB
introduction-to-bash-scripting/chapter-4-functions-and-automation/videos/ch4_1.mp4 7.2 MB
software-engineering-for-data-scientists-in-python/chapter-4-maintainability/videos/ch4_2.mp4 7.1 MB
data-engineering-for-everyone/chapter-3-moving-and-processing-data/chapter3.pdf 7.0 MB
customer-segmentation-in-python/chapter-4-customer-segmentation-with-k-means-/videos/ch4_4.mp4 7.0 MB
practicing-coding-interview-questions-in-python/chapter-3-functions-and-lambda-expressions/videos/ch3_1.mp4 6.9 MB
time-series-analysis-in-r/chapter-4-autoregression/videos/ch4_1.mp4 6.9 MB
defensive-r-programming/chapter-2-early-warning-systems/videos/ch2_2.mp4 6.8 MB
garch-models-in-python/chapter-3-model-performance-evaluation/videos/ch3_4.mp4 6.8 MB
data-processing-in-shell/chapter-4-data-pipeline-on-the-command-line/videos/ch4_4.mp4 6.7 MB
customer-segmentation-in-python/chapter-3-data-pre-processing-for-clustering/videos/ch3_4.mp4 6.7 MB
interactive-data-visualization-with-bokeh/chapter-4-putting-it-all-together-a-case-study/videos/ch4_1.mp4 6.7 MB
defensive-r-programming/chapter-2-early-warning-systems/videos/ch2_1.mp4 6.6 MB
statistical-simulation-in-python/chapter-2-probability--data-generation-process/videos/ch2_3.mp4 6.6 MB
building-data-engineering-pipelines-in-python/chapter-4-managing-and-orchestrating-a-workflow/videos/ch4_4.mp4 6.5 MB
machine-learning-with-tree-based-models-in-python/chapter-5-model-tuning/videos/ch5_3.mp4 6.5 MB
interactive-data-visualization-with-bokeh/chapter-3-building-interactive-apps-with-bokeh/videos/ch3_4.mp4 6.4 MB
bond-valuation-and-analysis-in-r/chapter-4-comprehensive-example/videos/ch4_1.mp4 6.4 MB
image-processing-with-keras-in-python/chapter-1-image-processing-with-neural-networks/chapter1.pdf 6.3 MB
introduction-to-linear-modeling-in-python/chapter-4-estimating-model-parameters/videos/ch4_2.mp4 6.3 MB
developing-python-packages/chapter-4-rapid-package-development/videos/ch4_4.mp4 6.3 MB
intermediate-t-sql/chapter-3-processing-data-in-sql-server/videos/ch3_2.mp4 6.3 MB
joining-data-with-pandas/chapter-1-data-merging-basics/videos/ch1_1.mp4 6.3 MB
interactive-data-visualization-with-bokeh/chapter-3-building-interactive-apps-with-bokeh/videos/ch3_5.mp4 6.3 MB
arima-models-in-python/chapter-4-chapter-4---seasonal-arima-models/videos/ch4_5.mp4 6.2 MB
winning-a-kaggle-competition-in-python/chapter-2-dive-into-the-competition/videos/ch2_2.mp4 6.2 MB
introduction-to-deep-learning-with-keras/chapter-2-going-deeper/chapter2.pdf 6.1 MB
cleaning-data-with-pyspark/chapter-4-complex-processing-and-data-pipelines/videos/ch4_4.mp4 6.1 MB
credit-risk-modeling-in-r/chapter-1-introduction-and-data-preprocessing/ch1_pdf.pdf 6.1 MB
introduction-to-data-visualization-with-ggplot2/chapter-3-geometries/videos/ch3_1.mp4 6.1 MB
introduction-to-sql-server/chapter-1-selection-box/videos/ch1_1.mp4 6.1 MB
joining-data-in-postgresql/chapter-2-outer-joins-and-cross-joins/videos/ch2_3.mp4 6.1 MB
time-series-analysis-in-python/chapter-2-some-simple-time-series/videos/ch2_3.mp4 6.1 MB
unsupervised-learning-in-python/chapter-3-decorrelating-your-data-and-dimension-reduction/videos/ch3_3.mp4 6.0 MB
introduction-to-relational-databases-in-python/chapter-2-applying-filtering-ordering-and-grouping-to-queries/videos/ch2_1.mp4 6.0 MB
data-manipulation-with-pandas/chapter-1-transforming-data/chapter1.pdf 5.9 MB
introduction-to-deep-learning-with-pytorch/chapter-4-using-convolutional-neural-networks/videos/ch4_5.mp4 5.9 MB
defensive-r-programming/chapter-3-preparing-your-defenses/videos/ch3_4.mp4 5.9 MB
interactive-data-visualization-with-bokeh/chapter-4-putting-it-all-together-a-case-study/videos/ch4_2.mp4 5.7 MB
introduction-to-data-science-in-python/chapter-1-getting-started-in-python/videos/ch1_1.mp4 5.7 MB
defensive-r-programming/chapter-3-preparing-your-defenses/videos/ch3_5.mp4 5.6 MB
introduction-to-natural-language-processing-in-python/chapter-4-building-a-fake-news-classifier/videos/ch4_3.mp4 5.6 MB
credit-risk-modeling-in-r/chapter-4-evaluating-a-credit-risk-model/videos/ch4_4.mp4 5.5 MB
time-series-analysis-in-sql-server/chapter-4-answering-time-series-questions-with-window-functions/videos/ch4_4.mp4 5.5 MB
manipulating-time-series-data-in-python/chapter-3-window-functions-rolling--expanding-metrics/videos/ch3_1.mp4 5.5 MB
working-with-dates-and-times-in-python/chapter-3-time-zones-and-daylight-saving/videos/ch3_1.mp4 5.5 MB
defensive-r-programming/chapter-1-avoiding-conflict/chapter1.pdf 5.4 MB
image-processing-in-python/chapter-1-introducing-image-processing-and-scikit-image/chapter1.pdf 5.4 MB
introduction-to-deep-learning-with-keras/chapter-3-improving-your-model-performance/chapter3.pdf 5.4 MB
improving-your-data-visualizations-in-python/chapter-4-visualization-in-the-data-science-workflow/chapter4.pdf 5.4 MB
feature-engineering-for-nlp-in-python/chapter-3-n-gram-models/videos/ch3_3.mp4 5.4 MB
interactive-data-visualization-with-bokeh/chapter-4-putting-it-all-together-a-case-study/videos/ch4_3.mp4 5.4 MB
image-processing-in-python/chapter-4-advanced-operations-detecting-faces-and-features/chapter4.pdf 5.3 MB
defensive-r-programming/chapter-3-preparing-your-defenses/videos/ch3_3.mp4 5.3 MB
defensive-r-programming/chapter-3-preparing-your-defenses/videos/ch3_1.mp4 5.3 MB
introduction-to-importing-data-in-python/chapter-3-working-with-relational-databases-in-python/chapter3.pdf 5.2 MB
database-design/chapter-1-processing-storing-and-organizing-data/chapter1.pdf 5.2 MB
feature-engineering-for-nlp-in-python/chapter-4-tf-idf-and-similarity-scores/videos/ch4_5.mp4 5.2 MB
intermediate-python/chapter-1-matplotlib/chapter1.pdf 5.2 MB
introduction-to-natural-language-processing-in-python/chapter-2-simple-topic-identification/videos/ch2_1.mp4 5.2 MB
image-processing-with-keras-in-python/chapter-4-understanding-and-improving-deep-convolutional-networks/chapter4.pdf 5.2 MB
software-engineering-for-data-scientists-in-python/chapter-2-writing-a-python-module/videos/ch2_2.mp4 5.2 MB
dimensionality-reduction-in-python/chapter-1-exploring-high-dimensional-data/chapter1.pdf 5.2 MB
preprocessing-for-machine-learning-in-python/chapter-5-putting-it-all-together/videos/ch5_1.mp4 5.1 MB
functions-for-manipulating-data-in-postgresql/chapter-4-full-text-search-and-postgressql-extensions/videos/ch4_4.mp4 5.1 MB
case-studies-manipulating-time-series-data-in-r/chapter-4-sports-data/chapter4.pdf 5.1 MB
dealing-with-missing-data-in-python/chapter-4-advanced-imputation-techniques/videos/ch4_4.mp4 5.0 MB
image-processing-in-python/chapter-4-advanced-operations-detecting-faces-and-features/videos/ch4_5.mp4 4.9 MB
data-manipulation-with-pandas/chapter-4-creating-and-visualizing-dataframes/chapter4.pdf 4.8 MB
defensive-r-programming/chapter-4-creating-a-battle-plan/chapter4.pdf 4.8 MB
cleaning-data-in-sql-server-databases/chapter-4-combining-splitting-and-transforming-data/videos/ch4_4.mp4 4.8 MB
joining-data-with-datatable-in-r/chapter-1-joining-multiple-data.tables-/videos/ch1_3.mp4 4.7 MB
writing-efficient-r-code/chapter-2-fine-tuning-efficient-base-r/videos/ch2_2.mp4 4.7 MB
data-manipulation-with-dplyr/chapter-4-case-study-the-babynames-dataset/videos/ch4_4.mp4 4.7 MB
unit-testing-for-data-science-in-python/chapter-4-testing-models-plots-and-much-more/videos/ch4_2.mp4 4.7 MB
transactions-and-error-handling-in-sql-server/chapter-3-transactions-in-sql-server/videos/ch3_2.mp4 4.6 MB
credit-risk-modeling-in-r/chapter-3-decision-trees/ch3_pdf.pdf 4.6 MB
intermediate-data-visualization-with-ggplot2/chapter-3-facets/chapter3.pdf 4.5 MB
joining-data-with-dplyr/datasets/questions.rds 4.5 MB
intermediate-python-for-finance/chapter-4-working-with-nasdaq-stock-data/videos/ch4_4.mp4 4.5 MB
data-manipulation-with-pandas/chapter-4-creating-and-visualizing-dataframes/videos/ch4_5.mp4 4.5 MB
introduction-to-aws-boto-in-python/chapter-1-putting-files-in-the-cloud/chapter1.pdf 4.4 MB
introduction-to-sql-server/chapter-2-groups-strings-and-counting-things/videos/ch2_2.mp4 4.3 MB
data-engineering-for-everyone/chapter-2-storing-data/chapter2.pdf 4.3 MB
introduction-to-statistics-in-r/chapter-2-random-numbers-and-probability/videos/ch2_3.mp4 4.3 MB
garch-models-in-python/chapter-4-garch-in-action/videos/ch4_4.mp4 4.2 MB
building-and-optimizing-triggers-in-sql-server/chapter-4-trigger-optimization-and-management/videos/ch4_4.mp4 4.1 MB
case-study-exploratory-data-analysis-in-r/chapter-4-joining-and-tidying/chapter4.pdf 4.1 MB
machine-learning-with-tree-based-models-in-python/chapter-1-classification-and-regression-trees/chapter1.pdf 4.0 MB
exploratory-data-analysis-in-sql/chapter-4-working-with-dates-and-timestamps/videos/ch4_5.mp4 4.0 MB
introduction-to-deep-learning-with-keras/chapter-3-improving-your-model-performance/videos/ch3_4.mp4 4.0 MB
dimensionality-reduction-in-python/chapter-4-feature-extraction/videos/ch4_5.mp4 3.9 MB
writing-efficient-python-code/chapter-3-gaining-efficiencies/chapter3.pdf 3.9 MB
categorical-data-in-the-tidyverse/datasets/smc_with_js.csv 3.8 MB
improving-your-data-visualizations-in-python/chapter-1-highlighting-your-data/chapter1.pdf 3.8 MB
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model-validation-in-python/chapter-4-selecting-the-best-model-with-hyperparameter-tuning.-/videos/ch4_4.mp4 3.7 MB
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arima-models-in-python/chapter-1-chapter-1---arma-models/exercises/ex6.md 1.2 KB
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case-study-exploratory-data-analysis-in-r/chapter-3-tidy-modeling-with-broom/exercises/ex8.md 1.2 KB
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intermediate-python/chapter-3-logic-control-flow-and-filtering/exercises/ex12.md 1.2 KB
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image-processing-with-keras-in-python/chapter-2-using-convolutions/exercises/ex1.md 1.1 KB
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arima-models-in-python/chapter-1-chapter-1---arma-models/exercises/ex5_sub2.md 1.1 KB
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garch-models-in-python/chapter-2-garch-model-configuration/exercises/ex7.md 1.1 KB
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introduction-to-airflow-in-python/chapter-1-intro-to-airflow/exercises/ex6.md 1.1 KB
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