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

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2025-07-31 17:14:50926.52 MB619AF4D2F5B31E430726AA38D60523C4BD15E48720
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    • Files
    1. Get Bonus Downloads Here.url180 B
    2. ~Get Your Files Here !/1 - Welcome to the Course/1 -Course Introduction.mp413.54 MB
    3. ~Get Your Files Here !/2 - Credit Scoring and Risk-Based Pricing/1 -Introduction.mp47.41 MB
    4. ~Get Your Files Here !/2 - Credit Scoring and Risk-Based Pricing/2 -Loan Application Process.mp45.42 MB
    5. ~Get Your Files Here !/2 - Credit Scoring and Risk-Based Pricing/3 -Credit Score.mp410.29 MB
    6. ~Get Your Files Here !/2 - Credit Scoring and Risk-Based Pricing/4 -Credit Scoring.mp44.56 MB
    7. ~Get Your Files Here !/2 - Credit Scoring and Risk-Based Pricing/5 -Risk-Based Pricing.mp48.49 MB
    8. ~Get Your Files Here !/3 - Introduction to Data Exploration and Analysis/1 -Introduction.mp4767.68 KB
    9. ~Get Your Files Here !/3 - Introduction to Data Exploration and Analysis/2 -Installing Jupyter Notebook Using Anaconda.mp46.49 MB
    10. ~Get Your Files Here !/3 - Introduction to Data Exploration and Analysis/2 -httpswww.url56 B
    11. ~Get Your Files Here !/3 - Introduction to Data Exploration and Analysis/3 -Jupyter Notebook Interface.mp435.70 MB
    12. ~Get Your Files Here !/3 - Introduction to Data Exploration and Analysis/4 -Key Python Libraries for Data Analysis.mp425.63 MB
    13. ~Get Your Files Here !/3 - Introduction to Data Exploration and Analysis/4 -check_libraries.ipynb57.23 KB
    14. ~Get Your Files Here !/3 - Introduction to Data Exploration and Analysis/4 -matplotlib.url74 B
    15. ~Get Your Files Here !/3 - Introduction to Data Exploration and Analysis/4 -pandas.url48 B
    16. ~Get Your Files Here !/3 - Introduction to Data Exploration and Analysis/4 -seaborn.url49 B
    17. ~Get Your Files Here !/3 - Introduction to Data Exploration and Analysis/5 -Dataset Analysis.mp422.02 MB
    18. ~Get Your Files Here !/3 - Introduction to Data Exploration and Analysis/5 -credit_scoring_dataset.csv1.66 MB
    19. ~Get Your Files Here !/3 - Introduction to Data Exploration and Analysis/5 -demo_eda.ipynb334.47 KB
    20. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/1 -Introduction.mp4714.58 KB
    21. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/10 -Logistic Regression Classifier.mp424.23 MB
    22. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/11 -Balancing False Positives and False Negatives.mp47.73 MB
    23. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/12 -Logistic Regression Classifier – demo.mp478.55 MB
    24. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/12 -credit_scoring_dataset.csv1.66 MB
    25. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/12 -logistic_regression.ipynb87.60 KB
    26. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/13 -DecisionTreeClassifier.url113 B
    27. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/13 -Random Forest.mp450.48 MB
    28. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/13 -RandomForestClassifier.url117 B
    29. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/13 -decision_tree_visualization.ipynb687.85 KB
    30. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/14 -Decision Tree Structure.mp412.10 MB
    31. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/14 -decision_tree_visualization.ipynb687.85 KB
    32. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/15 -Random Forest – demo.mp462.44 MB
    33. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/15 -random_forest.ipynb129.17 KB
    34. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/16 -Scikit-learn Pipeline.mp46.55 MB
    35. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/17 -Scikit-learn Pipeline – demo.mp489.68 MB
    36. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/17 -random_forest_pipeline.ipynb118.84 KB
    37. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/18 -Saving and Loading Machine Learning Models for Predictions.mp412.30 MB
    38. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/19 -Predictions with Random Forest Pipeline – demo.mp410.93 MB
    39. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/19 -random_forest_pipeline_predictions.ipynb8.74 KB
    40. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/2 -Exploring the Credit Scoring Dataset.mp48.97 MB
    41. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/2 -essential_features_for_effective_credit_scoring.ipynb20.03 KB
    42. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/20 -k-fold cross-validation.mp428.77 MB
    43. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/21 -k-fold cross-validation – demo.mp470.72 MB
    44. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/21 -random_forest_kfold.ipynb8.75 KB
    45. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/22 -ROC, AUC, and Cost-Based Metrics.mp433.42 MB
    46. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/22 -auc_and_roc_curve.ipynb65.00 KB
    47. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/23 -Divergence Analysis.mp424.50 MB
    48. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/23 -divergence_analysis.ipynb158.81 KB
    49. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/24 -Risk-Based Grouping.mp492.43 MB
    50. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/24 -data.joblib969.00 KB
    51. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/24 -rf_model.joblib27.46 MB
    52. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/24 -risk_based_grouping.ipynb168.17 KB
    53. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/25 -Wrapping Up Key Takeaways and Next Steps.mp414.64 MB
    54. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/3 -Types of Machine Learning.mp417.96 MB
    55. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/4 -Machine Learning Workflow Overview.mp420.32 MB
    56. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/5 -Introduction to Scikit-Learn.mp439.56 MB
    57. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/6 -Confusion Matrix.mp49.12 MB
    58. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/7 -Implications of False Positives in Credit Scoring.mp410.56 MB
    59. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/8 -Implications of False Negatives in Credit Scoring.mp49.74 MB
    60. ~Get Your Files Here !/4 - Machine Learning in Credit Scoring/9 -Performance Metrics.mp415.67 MB
    61. ~Get Your Files Here !/Bonus Resources.txt70 B
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