[Coursera] Natural Language Processing Specialization

Creation Time	June 14, 2024, 12:32 p.m.
Last Access Time	July 14, 2025, 4:54 p.m.
File Size	861.5 MB
Keywords	Natural Processing Coursera Specialization Language
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Total Files	207
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04_machine-translation-and-document-search/07_heroes-of-nlp-kathleen-mckeown/07_01_andrew-ng-with-kathleen-mckeown.mp4 291.8 MB
01_sentiment-analysis-with-logistic-regression/05_heroes-of-nlp-chris-manning-optional/05_01_andrew-ng-with-chris-manning.mp4 221.8 MB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_01_welcome-to-the-nlp-specialization.mp4 25.5 MB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_10_log-likelihood-part-1.mp4 11.2 MB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_03_transforming-word-vectors.mp4 11.0 MB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_20_logistic-regression-testing.mp4 11.0 MB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_06_naive-bayes-introduction.mp4 10.2 MB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_02_welcome-to-course-1.mp4 10.0 MB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_22_logistic-regression-cost-function.mp4 9.6 MB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_09_locality-sensitive-hashing.mp4 9.6 MB
03_vector-space-models/01_lecture-vector-space-models/01_04_word-by-word-and-word-by-doc.mp4 8.9 MB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_07_hash-tables-and-hash-functions.mp4 8.1 MB
03_vector-space-models/01_lecture-vector-space-models/01_12_manipulating-words-in-vector-spaces.mp4 7.7 MB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_16_testing-naive-bayes.mp4 7.7 MB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_04_bayes-rule.mp4 7.7 MB
03_vector-space-models/01_lecture-vector-space-models/01_10_cosine-similarity.mp4 7.5 MB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_13_approximate-nearest-neighbors.mp4 7.2 MB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_11_multiple-planes.mp4 7.1 MB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_14_training-naive-bayes.mp4 7.1 MB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_05_supervised-ml-sentiment-analysis.mp4 6.8 MB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_22_error-analysis.mp4 6.7 MB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_09_negative-and-positive-frequencies.mp4 6.7 MB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_08_laplacian-smoothing.mp4 6.6 MB
03_vector-space-models/01_lecture-vector-space-models/01_14_visualization-and-pca.mp4 6.5 MB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_02_probability-and-bayes-rule.mp4 6.5 MB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_16_logistic-regression-overview.mp4 6.5 MB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_12_preprocessing.mp4 6.4 MB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_05_k-nearest-neighbors.mp4 6.4 MB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_07_vocabulary-feature-extraction.mp4 6.3 MB
03_vector-space-models/01_lecture-vector-space-models/01_16_pca-algorithm.mp4 6.3 MB
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03_vector-space-models/01_lecture-vector-space-models/01_06_euclidean-distance.mp4 6.2 MB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_10_feature-extraction-with-frequencies.mp4 6.1 MB
03_vector-space-models/01_lecture-vector-space-models/01_08_cosine-similarity-intuition.mp4 6.1 MB
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02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_20_naive-bayes-assumptions.mp4 5.6 MB
01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_18_logistic-regression-training.mp4 5.3 MB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_17_week-conclusion.mp4 5.1 MB
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03_vector-space-models/01_lecture-vector-space-models/01_01_week-introduction.mp4 4.8 MB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_15_searching-documents.mp4 4.8 MB
04_machine-translation-and-document-search/01_lecture-machine-translation/01_01_week-introduction.mp4 4.8 MB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_24_week-conclusion.mp4 4.6 MB
03_vector-space-models/01_lecture-vector-space-models/01_19_week-conclusion.mp4 4.3 MB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_12_log-likelihood-part-2.mp4 4.1 MB
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01_sentiment-analysis-with-logistic-regression/01_lecture-logistic-regression/01_24_week-conclusion.mp4 3.2 MB
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04_machine-translation-and-document-search/01_lecture-machine-translation/01_08_hash-tables-and-hash-functions_instructions.html 637.8 KB
02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_05_bayes-rule_instructions.html 601.8 KB
03_vector-space-models/01_lecture-vector-space-models/01_11_cosine-similarity_instructions.html 577.3 KB
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04_machine-translation-and-document-search/01_lecture-machine-translation/01_10_locality-sensitive-hashing_instructions.html 565.0 KB
03_vector-space-models/01_lecture-vector-space-models/01_17_pca-algorithm_instructions.html 539.9 KB
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04_machine-translation-and-document-search/01_lecture-machine-translation/01_12_multiple-planes_instructions.html 442.8 KB
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03_vector-space-models/01_lecture-vector-space-models/01_09_cosine-similarity-intuition_instructions.html 266.0 KB
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02_sentiment-analysis-with-naive-bayes/02_lecture-notes-optional/02_01_lecture-notes-w2_www.deeplearning.ai 119.1 KB
03_vector-space-models/02_lecture-notes-optional/02_01_lecture-notes-w3_www.deeplearning.ai 119.1 KB
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01_sentiment-analysis-with-logistic-regression/05_heroes-of-nlp-chris-manning-optional/05_01_andrew-ng-with-chris-manning.en.srt 65.4 KB
04_machine-translation-and-document-search/07_heroes-of-nlp-kathleen-mckeown/07_01_andrew-ng-with-kathleen-mckeown.en.srt 40.8 KB
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02_sentiment-analysis-with-naive-bayes/01_lecture-naive-bayes/01_18_applications-of-naive-bayes.en.srt 5.5 KB
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03_vector-space-models/01_lecture-vector-space-models/01_12_manipulating-words-in-vector-spaces.en.srt 5.2 KB
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