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[ WebToolTip.com ] Udemy - Credit Scoring with Machine Learning - A Practical Guide

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File Name
Size
Get Bonus Downloads Here.url
180 B
~Get Your Files Here !/1 - Welcome to the Course/1 -Course Introduction.mp4
14 MB
~Get Your Files Here !/2 - Credit Scoring and Risk-Based Pricing/1 -Introduction.mp4
7.4 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/3 -Credit Score.mp4
10 MB
~Get Your Files Here !/2 - Credit Scoring and Risk-Based Pricing/4 -Credit Scoring.mp4
4.6 MB
~Get Your Files Here !/2 - Credit Scoring and Risk-Based Pricing/5 -Risk-Based Pricing.mp4
8.5 MB
~Get Your Files Here !/3 - Introduction to Data Exploration and Analysis/1 -Introduction.mp4
768 kB
~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 !/3 - Introduction to Data Exploration and Analysis/2 -httpswww.url
56 B
~Get Your Files Here !/3 - Introduction to Data Exploration and Analysis/3 -Jupyter Notebook Interface.mp4
36 MB
~Get Your Files Here !/3 - Introduction to Data Exploration and Analysis/4 -Key Python Libraries for Data Analysis.mp4
26 MB
~Get Your Files Here !/3 - Introduction to Data Exploration and Analysis/4 -check_libraries.ipynb
57 kB
~Get Your Files Here !/3 - Introduction to Data Exploration and Analysis/4 -matplotlib.url
74 B
~Get Your Files Here !/3 - Introduction to Data Exploration and Analysis/4 -pandas.url
48 B
~Get Your Files Here !/3 - Introduction to Data Exploration and Analysis/4 -seaborn.url
49 B
~Get Your Files Here !/3 - Introduction to Data Exploration and Analysis/5 -Dataset Analysis.mp4
22 MB
~Get Your Files Here !/3 - Introduction to Data Exploration and Analysis/5 -credit_scoring_dataset.csv
1.7 MB
~Get Your Files Here !/3 - Introduction to Data Exploration and Analysis/5 -demo_eda.ipynb
334 kB
~Get Your Files Here !/4 - Machine Learning in Credit Scoring/1 -Introduction.mp4
715 kB
~Get Your Files Here !/4 - Machine Learning in Credit Scoring/10 -Logistic Regression Classifier.mp4
24 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 !/4 - Machine Learning in Credit Scoring/12 -Logistic Regression Classifier – demo.mp4
79 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/12 -logistic_regression.ipynb
88 kB
~Get Your Files Here !/4 - Machine Learning in Credit Scoring/13 -DecisionTreeClassifier.url
113 B
~Get Your Files Here !/4 - Machine Learning in Credit Scoring/13 -Random Forest.mp4
50 MB
~Get Your Files Here !/4 - Machine Learning in Credit Scoring/13 -RandomForestClassifier.url
117 B
~Get Your Files Here !/4 - Machine Learning in Credit Scoring/13 -decision_tree_visualization.ipynb
688 kB
~Get Your Files Here !/4 - Machine Learning in Credit Scoring/14 -Decision Tree Structure.mp4
12 MB
~Get Your Files Here !/4 - Machine Learning in Credit Scoring/14 -decision_tree_visualization.ipynb
688 kB
~Get Your Files Here !/4 - Machine Learning in Credit Scoring/15 -Random Forest – demo.mp4
62 MB
~Get Your Files Here !/4 - Machine Learning in Credit Scoring/15 -random_forest.ipynb
129 kB
~Get Your Files Here !/4 - Machine Learning in Credit Scoring/16 -Scikit-learn Pipeline.mp4
6.5 MB
~Get Your Files Here !/4 - Machine Learning in Credit Scoring/17 -Scikit-learn Pipeline – demo.mp4
90 MB
~Get Your Files Here !/4 - Machine Learning in Credit Scoring/17 -random_forest_pipeline.ipynb
119 kB
~Get Your Files Here !/4 - Machine Learning in Credit Scoring/18 -Saving and Loading Machine Learning Models for Predictions.mp4
12 MB
~Get Your Files Here !/4 - Machine Learning in Credit Scoring/19 -Predictions with Random Forest Pipeline – demo.mp4
11 MB
~Get Your Files Here !/4 - Machine Learning in Credit Scoring/19 -random_forest_pipeline_predictions.ipynb
8.7 kB
~Get Your Files Here !/4 - Machine Learning in Credit Scoring/2 -Exploring the Credit Scoring Dataset.mp4
9.0 MB
~Get Your Files Here !/4 - Machine Learning in Credit Scoring/2 -essential_features_for_effective_credit_scoring.ipynb
20 kB
~Get Your Files Here !/4 - Machine Learning in Credit Scoring/20 -k-fold cross-validation.mp4
29 MB
~Get Your Files Here !/4 - Machine Learning in Credit Scoring/21 -k-fold cross-validation – demo.mp4
71 MB
~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/22 -ROC, AUC, and Cost-Based Metrics.mp4
33 MB
~Get Your Files Here !/4 - Machine Learning in Credit Scoring/22 -auc_and_roc_curve.ipynb
65 kB
~Get Your Files Here !/4 - Machine Learning in Credit Scoring/23 -Divergence Analysis.mp4
24 MB
~Get Your Files Here !/4 - Machine Learning in Credit Scoring/23 -divergence_analysis.ipynb
159 kB
~Get Your Files Here !/4 - Machine Learning in Credit Scoring/24 -Risk-Based Grouping.mp4
92 MB
~Get Your Files Here !/4 - Machine Learning in Credit Scoring/24 -data.joblib
969 kB
~Get Your Files Here !/4 - Machine Learning in Credit Scoring/24 -rf_model.joblib
28 MB
~Get Your Files Here !/4 - Machine Learning in Credit Scoring/24 -risk_based_grouping.ipynb
168 kB
~Get Your Files Here !/4 - Machine Learning in Credit Scoring/25 -Wrapping Up Key Takeaways and Next Steps.mp4
15 MB
~Get Your Files Here !/4 - Machine Learning in Credit Scoring/3 -Types of Machine Learning.mp4
18 MB
~Get Your Files Here !/4 - Machine Learning in Credit Scoring/4 -Machine Learning Workflow Overview.mp4
20 MB
~Get Your Files Here !/4 - Machine Learning in Credit Scoring/5 -Introduction to Scikit-Learn.mp4
40 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/7 -Implications of False Positives in Credit Scoring.mp4
11 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/9 -Performance Metrics.mp4
16 MB
~Get Your Files Here !/Bonus Resources.txt
70 B