[ WebToolTip.com ] Udemy - Credit Scoring with Machine Learning - A Practical Guide
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- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/24 -Risk-Based Grouping.mp4 92.4 MB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/17 -Scikit-learn Pipeline – demo.mp4 89.7 MB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/12 -Logistic Regression Classifier – demo.mp4 78.6 MB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/21 -k-fold cross-validation – demo.mp4 70.7 MB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/15 -Random Forest – demo.mp4 62.4 MB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/13 -Random Forest.mp4 50.5 MB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/5 -Introduction to Scikit-Learn.mp4 39.6 MB
- ~Get Your Files Here !/3 - Introduction to Data Exploration and Analysis/3 -Jupyter Notebook Interface.mp4 35.7 MB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/22 -ROC, AUC, and Cost-Based Metrics.mp4 33.4 MB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/20 -k-fold cross-validation.mp4 28.8 MB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/24 -rf_model.joblib 27.5 MB
- ~Get Your Files Here !/3 - Introduction to Data Exploration and Analysis/4 -Key Python Libraries for Data Analysis.mp4 25.6 MB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/23 -Divergence Analysis.mp4 24.5 MB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/10 -Logistic Regression Classifier.mp4 24.2 MB
- ~Get Your Files Here !/3 - Introduction to Data Exploration and Analysis/5 -Dataset Analysis.mp4 22.0 MB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/4 -Machine Learning Workflow Overview.mp4 20.3 MB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/3 -Types of Machine Learning.mp4 18.0 MB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/9 -Performance Metrics.mp4 15.7 MB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/25 -Wrapping Up Key Takeaways and Next Steps.mp4 14.6 MB
- ~Get Your Files Here !/1 - Welcome to the Course/1 -Course Introduction.mp4 13.5 MB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/18 -Saving and Loading Machine Learning Models for Predictions.mp4 12.3 MB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/14 -Decision Tree Structure.mp4 12.1 MB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/19 -Predictions with Random Forest Pipeline – demo.mp4 10.9 MB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/7 -Implications of False Positives in Credit Scoring.mp4 10.6 MB
- ~Get Your Files Here !/2 - Credit Scoring and Risk-Based Pricing/3 -Credit Score.mp4 10.3 MB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/8 -Implications of False Negatives in Credit Scoring.mp4 9.7 MB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/6 -Confusion Matrix.mp4 9.1 MB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/2 -Exploring the Credit Scoring Dataset.mp4 9.0 MB
- ~Get Your Files Here !/2 - Credit Scoring and Risk-Based Pricing/5 -Risk-Based Pricing.mp4 8.5 MB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/11 -Balancing False Positives and False Negatives.mp4 7.7 MB
- ~Get Your Files Here !/2 - Credit Scoring and Risk-Based Pricing/1 -Introduction.mp4 7.4 MB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/16 -Scikit-learn Pipeline.mp4 6.5 MB
- ~Get Your Files Here !/3 - Introduction to Data Exploration and Analysis/2 -Installing Jupyter Notebook Using Anaconda.mp4 6.5 MB
- ~Get Your Files Here !/2 - Credit Scoring and Risk-Based Pricing/2 -Loan Application Process.mp4 5.4 MB
- ~Get Your Files Here !/2 - Credit Scoring and Risk-Based Pricing/4 -Credit Scoring.mp4 4.6 MB
- ~Get Your Files Here !/3 - Introduction to Data Exploration and Analysis/5 -credit_scoring_dataset.csv 1.7 MB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/12 -credit_scoring_dataset.csv 1.7 MB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/24 -data.joblib 969.0 KB
- ~Get Your Files Here !/3 - Introduction to Data Exploration and Analysis/1 -Introduction.mp4 767.7 KB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/1 -Introduction.mp4 714.6 KB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/13 -decision_tree_visualization.ipynb 687.9 KB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/14 -decision_tree_visualization.ipynb 687.9 KB
- ~Get Your Files Here !/3 - Introduction to Data Exploration and Analysis/5 -demo_eda.ipynb 334.5 KB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/24 -risk_based_grouping.ipynb 168.2 KB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/23 -divergence_analysis.ipynb 158.8 KB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/15 -random_forest.ipynb 129.2 KB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/17 -random_forest_pipeline.ipynb 118.8 KB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/12 -logistic_regression.ipynb 87.6 KB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/22 -auc_and_roc_curve.ipynb 65.0 KB
- ~Get Your Files Here !/3 - Introduction to Data Exploration and Analysis/4 -check_libraries.ipynb 57.2 KB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/2 -essential_features_for_effective_credit_scoring.ipynb 20.0 KB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/21 -random_forest_kfold.ipynb 8.7 KB
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/19 -random_forest_pipeline_predictions.ipynb 8.7 KB
- Get Bonus Downloads Here.url 180 bytes
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/13 -RandomForestClassifier.url 117 bytes
- ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/13 -DecisionTreeClassifier.url 113 bytes
- ~Get Your Files Here !/3 - Introduction to Data Exploration and Analysis/4 -matplotlib.url 74 bytes
- ~Get Your Files Here !/Bonus Resources.txt 70 bytes
- ~Get Your Files Here !/3 - Introduction to Data Exploration and Analysis/2 -httpswww.url 56 bytes
- ~Get Your Files Here !/3 - Introduction to Data Exploration and Analysis/4 -seaborn.url 49 bytes
- ~Get Your Files Here !/3 - Introduction to Data Exploration and Analysis/4 -pandas.url 48 bytes
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