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Udemy - Data Mining for Business Analytics & Data Analysis in Python (3.2025)
大小 2.1 GB
文件数 276
Info Hash: B6865E5232F1388346B7273668BAC29F6CBEE612
收录时间 2026-01-08 02:38:16
更新时间 2026-01-08 02:38:16
文件列表 (276)
01. Introduction/1. Introduction to Data Mining course for Business Analytics & Data Analysis.mp4
23.71 MB
01. Introduction/1. Introduction to Data Mining course for Business Analytics & Data Analysis.vtt
2.95 KB
01. Introduction/2. Your resources.html
371 B
01. Introduction/3. Course Resources, Material, and Colab setup - Important!.mp4
10.75 MB
01. Introduction/3. Course Resources, Material, and Colab setup - Important!.vtt
6.53 KB
01. Introduction/4. Diogo's Introduction and Background.mp4
28.03 MB
01. Introduction/4. Diogo's Introduction and Background.vtt
2.72 KB
02. Survival Analysis/1. Game Plan for Survival Analysis section.mp4
49.48 MB
02. Survival Analysis/1. Game Plan for Survival Analysis section.vtt
2.66 KB
02. Survival Analysis/10. Python - Kaplan-Meyer Estimator.mp4
8.38 MB
02. Survival Analysis/10. Python - Kaplan-Meyer Estimator.vtt
3.06 KB
02. Survival Analysis/11. Python - Calculating Specific Events.mp4
30.81 MB
02. Survival Analysis/11. Python - Calculating Specific Events.vtt
5.58 KB
02. Survival Analysis/12. Python - Plotting Survival Curves.mp4
5.66 MB
02. Survival Analysis/12. Python - Plotting Survival Curves.vtt
2.31 KB
02. Survival Analysis/13. Python - Plotting Cumulative Curves.mp4
11.87 MB
02. Survival Analysis/13. Python - Plotting Cumulative Curves.vtt
2.5 KB
02. Survival Analysis/14. Log Rank Test.mp4
2.86 MB
02. Survival Analysis/14. Log Rank Test.vtt
1.69 KB
02. Survival Analysis/15. Python - Subsetting Dataframe.mp4
3.69 MB
02. Survival Analysis/15. Python - Subsetting Dataframe.vtt
1.8 KB
02. Survival Analysis/16. Python - Kaplan-Meyer Estimator per Gender.mp4
9.9 MB
02. Survival Analysis/16. Python - Kaplan-Meyer Estimator per Gender.vtt
2.84 KB
02. Survival Analysis/17. Python - Plotting both Survival Curves.mp4
11.1 MB
02. Survival Analysis/17. Python - Plotting both Survival Curves.vtt
2.42 KB
02. Survival Analysis/18. Python - Log Rank Test.mp4
8.79 MB
02. Survival Analysis/19. Extra Resources and Survival Analysis Challenge.mp4
21.81 MB
02. Survival Analysis/19. Extra Resources and Survival Analysis Challenge.vtt
5.05 KB
02. Survival Analysis/19. Survival Analysis Challenge.pdf
1.93 MB
02. Survival Analysis/2. Survival Analyisis Introduction.mp4
15.53 MB
02. Survival Analysis/2. Survival Analyisis Introduction.vtt
4.1 KB
02. Survival Analysis/20. Python - Survival Analysis Challenge Solutions.mp4
37.42 MB
02. Survival Analysis/20. Python - Survival Analysis Challenge Solutions.vtt
8.86 KB
02. Survival Analysis/3. Case Study Briefing and Step by Step Guide.mp4
3.52 MB
02. Survival Analysis/3. Case Study Briefing and Step by Step Guide.vtt
2.52 KB
02. Survival Analysis/4. Python - Changing Directory.mp4
10.59 MB
02. Survival Analysis/4. Python - Changing Directory.vtt
3.9 KB
02. Survival Analysis/5. Python - Importing Libraries.mp4
8.39 MB
02. Survival Analysis/5. Python - Importing Libraries.vtt
2.04 KB
02. Survival Analysis/6. Python - Loading Data.mp4
13.79 MB
02. Survival Analysis/6. Python - Loading Data.vtt
3.21 KB
02. Survival Analysis/7. Python - Transforming Dependent Variable.mp4
12.09 MB
02. Survival Analysis/7. Python - Transforming Dependent Variable.vtt
2.85 KB
02. Survival Analysis/8. Kaplan-Meyer Estimator.mp4
5.9 MB
02. Survival Analysis/8. Kaplan-Meyer Estimator.vtt
3.19 KB
02. Survival Analysis/9. Censoring.mp4
5.99 MB
02. Survival Analysis/9. Censoring.vtt
3.5 KB
03. Cox Proportional Hazard Regression/1. Game Plan.mp4
4.84 MB
03. Cox Proportional Hazard Regression/1. Game Plan.vtt
1.82 KB
03. Cox Proportional Hazard Regression/2. Cox Proportional Hazard Regression.mp4
6.37 MB
03. Cox Proportional Hazard Regression/2. Cox Proportional Hazard Regression.vtt
3.71 KB
03. Cox Proportional Hazard Regression/3. Case Study Briefing and Step by Step Guide.mp4
3.01 MB
03. Cox Proportional Hazard Regression/3. Case Study Briefing and Step by Step Guide.vtt
2.46 KB
03. Cox Proportional Hazard Regression/4. Python - Preparing Script and Data.mp4
46.09 MB
03. Cox Proportional Hazard Regression/4. Python - Preparing Script and Data.vtt
6.02 KB
03. Cox Proportional Hazard Regression/5. Python - Cox Proportional Hazard.mp4
31.5 MB
03. Cox Proportional Hazard Regression/6. Python - Regression Summary Visualization.mp4
5.89 MB
03. Cox Proportional Hazard Regression/6. Python - Regression Summary Visualization.vtt
2.37 KB
03. Cox Proportional Hazard Regression/7. Cox Proportional Hazard Regression Challenge.pdf
5.34 MB
03. Cox Proportional Hazard Regression/7. Extra Resources and Challenge.mp4
25.62 MB
03. Cox Proportional Hazard Regression/7. Extra Resources and Challenge.vtt
5.69 KB
03. Cox Proportional Hazard Regression/8. Python - Solution Challenges.mp4
37.33 MB
03. Cox Proportional Hazard Regression/8. Python - Solution Challenges.vtt
6.83 KB
04. CHAID/1. Game Plan.mp4
7.44 MB
04. CHAID/1. Game Plan.vtt
3.18 KB
04. CHAID/10. Python - Transforming Jobs Variable.mp4
15.18 MB
04. CHAID/10. Python - Transforming Jobs Variable.vtt
5.53 KB
04. CHAID/11. Python - Transforming Experience Variable.mp4
11.62 MB
04. CHAID/11. Python - Transforming Experience Variable.vtt
4.35 KB
04. CHAID/12. Python - Transform Minimum Variable.mp4
14.48 MB
04. CHAID/12. Python - Transform Minimum Variable.vtt
6.14 KB
04. CHAID/13. Python - Modify other variables to dummy variables.mp4
3.01 MB
04. CHAID/13. Python - Modify other variables to dummy variables.vtt
1.13 KB
04. CHAID/14. Python - CHAID Preparation.mp4
5.64 MB
04. CHAID/14. Python - CHAID Preparation.vtt
2.63 KB
04. CHAID/15. Python - CHAID Model.mp4
25.54 MB
04. CHAID/15. Python - CHAID Model.vtt
5.56 KB
04. CHAID/16. Python - Data Visualization with CHAID Model.mp4
79.66 MB
04. CHAID/16. Python - Data Visualization with CHAID Model.vtt
14.83 KB
04. CHAID/17. CHAID Challenge.pdf
2.05 MB
04. CHAID/17. Extra Resources and Challenge.mp4
46.57 MB
04. CHAID/17. Extra Resources and Challenge.vtt
8.73 KB
04. CHAID/18. Python - Challenge solutions.mp4
51.68 MB
04. CHAID/18. Python - Challenge solutions.vtt
11.94 KB
04. CHAID/2. Case Study Briefing and Step by Step Guide.mp4
4.52 MB
04. CHAID/3. Problem Statement.mp4
6 MB
04. CHAID/3. Problem Statement.vtt
3.71 KB
04. CHAID/4. Python - Installing libraries.mp4
13.67 MB
04. CHAID/4. Python - Installing libraries.vtt
3.75 KB
04. CHAID/5. Python - Importing Libraries and Data.mp4
16.04 MB
04. CHAID/5. Python - Importing Libraries and Data.vtt
2.96 KB
04. CHAID/6. Introducing CHAID.mp4
7.78 MB
04. CHAID/6. Introducing CHAID.vtt
5.58 KB
04. CHAID/7. CHAID Statistics and Quirks.mp4
9.7 MB
04. CHAID/7. CHAID Statistics and Quirks.vtt
5.97 KB
04. CHAID/8. Python - Removing column and unique values check.mp4
11.42 MB
04. CHAID/8. Python - Removing column and unique values check.vtt
3.27 KB
04. CHAID/9. Python - Visualizing Jobs Variable.mp4
5.07 MB
04. CHAID/9. Python - Visualizing Jobs Variable.vtt
1.94 KB
05. Cluster Analysis - Gaussian Mixture Model/1. Game Plan.mp4
4.46 MB
05. Cluster Analysis - Gaussian Mixture Model/1. Game Plan.vtt
1.89 KB
05. Cluster Analysis - Gaussian Mixture Model/10. Python - Probability of belonging to each cluster.mp4
20.33 MB
05. Cluster Analysis - Gaussian Mixture Model/10. Python - Probability of belonging to each cluster.vtt
3.65 KB
05. Cluster Analysis - Gaussian Mixture Model/11. Python - Cluster Interpretation.mp4
28.79 MB
05. Cluster Analysis - Gaussian Mixture Model/12. Extra Resources and Challenge.mp4
21.83 MB
05. Cluster Analysis - Gaussian Mixture Model/12. Extra Resources and Challenge.vtt
5.65 KB
05. Cluster Analysis - Gaussian Mixture Model/12. Gaussian Mixture Model Challenge.pdf
2.46 MB
05. Cluster Analysis - Gaussian Mixture Model/13. Python - Challenge solutions.mp4
27.82 MB
05. Cluster Analysis - Gaussian Mixture Model/13. Python - Challenge solutions.vtt
9.23 KB
05. Cluster Analysis - Gaussian Mixture Model/14. Will you help me.mp4
13.71 MB
05. Cluster Analysis - Gaussian Mixture Model/14. Will you help me.vtt
1003 B
05. Cluster Analysis - Gaussian Mixture Model/15. Your feedback is invaluable.html
521 B
05. Cluster Analysis - Gaussian Mixture Model/2. Case Study Briefing and Clustering.mp4
14.32 MB
05. Cluster Analysis - Gaussian Mixture Model/2. Case Study Briefing and Clustering.vtt
5.18 KB
05. Cluster Analysis - Gaussian Mixture Model/3. Gaussian Mixture Model vs. Kmeans.mp4
11.66 MB
05. Cluster Analysis - Gaussian Mixture Model/3. Gaussian Mixture Model vs. Kmeans.vtt
6.69 KB
05. Cluster Analysis - Gaussian Mixture Model/4. Python - Changing Directory and Importing Libraries.mp4
8.4 MB
05. Cluster Analysis - Gaussian Mixture Model/4. Python - Changing Directory and Importing Libraries.vtt
2.66 KB
05. Cluster Analysis - Gaussian Mixture Model/5. Python - Loading Data.mp4
11.13 MB
05. Cluster Analysis - Gaussian Mixture Model/5. Python - Loading Data.vtt
2.54 KB
05. Cluster Analysis - Gaussian Mixture Model/6. AIC, BIC, and Step-by-Step Guide.mp4
5.11 MB
05. Cluster Analysis - Gaussian Mixture Model/6. AIC, BIC, and Step-by-Step Guide.vtt
2.73 KB
05. Cluster Analysis - Gaussian Mixture Model/7. Python - Optimal Clusters.mp4
30.38 MB
05. Cluster Analysis - Gaussian Mixture Model/8. Python - Gaussian Mixture Model.mp4
3.89 MB
05. Cluster Analysis - Gaussian Mixture Model/8. Python - Gaussian Mixture Model.vtt
1.44 KB
05. Cluster Analysis - Gaussian Mixture Model/9. Python - Cluster Prediction.mp4
18.56 MB
05. Cluster Analysis - Gaussian Mixture Model/9. Python - Cluster Prediction.vtt
3.81 KB
06. Dimension Reduction/1. Game Plan.mp4
4.79 MB
06. Dimension Reduction/1. Game Plan.vtt
2.28 KB
06. Dimension Reduction/10. Python - Cumulative Explained Variance.mp4
5.31 MB
06. Dimension Reduction/10. Python - Cumulative Explained Variance.vtt
1.96 KB
06. Dimension Reduction/11. Python - PCA.mp4
8.16 MB
06. Dimension Reduction/11. Python - PCA.vtt
2.74 KB
06. Dimension Reduction/12. Python - PCA interpretation.mp4
37.04 MB
06. Dimension Reduction/12. Python - PCA interpretation.vtt
7.29 KB
06. Dimension Reduction/13. Manifold Learning and t-SNE.mp4
15.91 MB
06. Dimension Reduction/13. Manifold Learning and t-SNE.vtt
5.27 KB
06. Dimension Reduction/14. Python - t-SNE.mp4
6.34 MB
06. Dimension Reduction/14. Python - t-SNE.vtt
2.58 KB
06. Dimension Reduction/15. Python -Visualizing Manifold Learning.mp4
16.54 MB
06. Dimension Reduction/15. Python -Visualizing Manifold Learning.vtt
3.5 KB
06. Dimension Reduction/16. Dimension Reduction Challenge.pdf
4.02 MB
06. Dimension Reduction/16. Extra Resources and Challenge.mp4
20.08 MB
06. Dimension Reduction/16. Extra Resources and Challenge.vtt
6.39 KB
06. Dimension Reduction/17. Python - Challenge Solutions.mp4
88.46 MB
06. Dimension Reduction/17. Python - Challenge Solutions.vtt
13.12 KB
06. Dimension Reduction/2. What is Dimension Reduction.mp4
9.43 MB
06. Dimension Reduction/2. What is Dimension Reduction.vtt
5.07 KB
06. Dimension Reduction/3. Principal Component Analysis.mp4
6.55 MB
06. Dimension Reduction/3. Principal Component Analysis.vtt
3.91 KB
06. Dimension Reduction/4. Python - Importing Libraries.mp4
7.78 MB
06. Dimension Reduction/4. Python - Importing Libraries.vtt
3.27 KB
06. Dimension Reduction/5. Python - Loading Data.mp4
7.24 MB
06. Dimension Reduction/6. Python - Transforming String Variables.mp4
6.06 MB
06. Dimension Reduction/6. Python - Transforming String Variables.vtt
1.86 KB
06. Dimension Reduction/7. Python - Correlation Matrix.mp4
11.37 MB
06. Dimension Reduction/7. Python - Correlation Matrix.vtt
3.97 KB
06. Dimension Reduction/8. Python - Standardizing Variables.mp4
7.61 MB
06. Dimension Reduction/9. Python - Optimal Number of Components.mp4
12.7 MB
06. Dimension Reduction/9. Python - Optimal Number of Components.vtt
3.81 KB
07. Association Rule Learning/1. Game Plan.mp4
3.08 MB
07. Association Rule Learning/1. Game Plan.vtt
1.55 KB
07. Association Rule Learning/10. Python - Apriori Visualization.mp4
27.94 MB
07. Association Rule Learning/11. Association Rule Learning Challenge.pdf
2.95 MB
07. Association Rule Learning/11. Extra Resources and Challenge.mp4
19.37 MB
07. Association Rule Learning/11. Extra Resources and Challenge.vtt
5.41 KB
07. Association Rule Learning/12. Python - Challenge Solutions.mp4
59.15 MB
07. Association Rule Learning/12. Python - Challenge Solutions.vtt
9.24 KB
07. Association Rule Learning/2. Step by Step Guide and Case Study Briefing.mp4
4.67 MB
07. Association Rule Learning/3. Python - Importing Libraries.mp4
7.83 MB
07. Association Rule Learning/3. Python - Importing Libraries.vtt
2.04 KB
07. Association Rule Learning/4. Python - Loading Data.mp4
6.12 MB
07. Association Rule Learning/4. Python - Loading Data.vtt
1.79 KB
07. Association Rule Learning/5. Association Rule Learning.mp4
9.12 MB
07. Association Rule Learning/5. Association Rule Learning.vtt
5.67 KB
07. Association Rule Learning/6. Python - Create Transaction List.mp4
28.36 MB
07. Association Rule Learning/6. Python - Create Transaction List.vtt
4.61 KB
07. Association Rule Learning/7. Python - Encoding Transactions.mp4
22.72 MB
07. Association Rule Learning/7. Python - Encoding Transactions.vtt
4.35 KB
07. Association Rule Learning/8. Apriori algorithm.mp4
5.04 MB
07. Association Rule Learning/8. Apriori algorithm.vtt
2.72 KB
07. Association Rule Learning/9. Python - Association Rule Learning.mp4
18.78 MB
07. Association Rule Learning/9. Python - Association Rule Learning.vtt
5.86 KB
08. Random Forest and Feature Selection/1. Game Plan for Random Forest.mp4
2.56 MB
08. Random Forest and Feature Selection/1. Game Plan for Random Forest.vtt
1.32 KB
08. Random Forest and Feature Selection/10. Python - Random Forest Predictions.mp4
7.89 MB
08. Random Forest and Feature Selection/10. Python - Random Forest Predictions.vtt
2.59 KB
08. Random Forest and Feature Selection/11. Python - Classification Report.mp4
18.06 MB
08. Random Forest and Feature Selection/11. Python - Classification Report.vtt
4.43 KB
08. Random Forest and Feature Selection/12. Python .- Feature Importance for Business Analytics.mp4
13.45 MB
08. Random Forest and Feature Selection/12. Python .- Feature Importance for Business Analytics.vtt
2.83 KB
08. Random Forest and Feature Selection/13. Extra Resources and Challenge.mp4
32.7 MB
08. Random Forest and Feature Selection/13. Extra Resources and Challenge.vtt
7.27 KB
08. Random Forest and Feature Selection/13. Random Forest Challenge.pdf
2.02 MB
08. Random Forest and Feature Selection/14. Python - Challenge Solutions.mp4
33.42 MB
08. Random Forest and Feature Selection/14. Python - Challenge Solutions.vtt
7.76 KB
08. Random Forest and Feature Selection/2. Case Study Briefing and Step by Step Guide.mp4
6.51 MB
08. Random Forest and Feature Selection/2. Case Study Briefing and Step by Step Guide.vtt
3.07 KB
08. Random Forest and Feature Selection/3. Python - Importing Libraries.mp4
7.75 MB
08. Random Forest and Feature Selection/3. Python - Importing Libraries.vtt
2.72 KB
08. Random Forest and Feature Selection/4. Python - Loading Data.mp4
7 MB
08. Random Forest and Feature Selection/4. Python - Loading Data.vtt
1.88 KB
08. Random Forest and Feature Selection/5. Python - Transforming Categorical Variables.mp4
4.62 MB
08. Random Forest and Feature Selection/5. Python - Transforming Categorical Variables.vtt
1.61 KB
08. Random Forest and Feature Selection/6. Random Forest.mp4
10.19 MB
08. Random Forest and Feature Selection/6. Random Forest.vtt
6.56 KB
08. Random Forest and Feature Selection/7. Python - Training and Test Set.mp4
20.43 MB
08. Random Forest and Feature Selection/7. Python - Training and Test Set.vtt
3.86 KB
08. Random Forest and Feature Selection/8. Python - Random Forest.mp4
7.65 MB
08. Random Forest and Feature Selection/8. Python - Random Forest.vtt
1.84 KB
08. Random Forest and Feature Selection/9. Confusion Matrix, AUC, and F1-Score.mp4
12.6 MB
08. Random Forest and Feature Selection/9. Confusion Matrix, AUC, and F1-Score.vtt
7.27 KB
09. LIME - Explainable Artificial Intelligence/1. Game Plan for Explainable Artificial Intelligence.mp4
2.38 MB
09. LIME - Explainable Artificial Intelligence/1. Game Plan for Explainable Artificial Intelligence.vtt
1.12 KB
09. LIME - Explainable Artificial Intelligence/2. LIME.mp4
9.32 MB
09. LIME - Explainable Artificial Intelligence/2. LIME.vtt
4.25 KB
09. LIME - Explainable Artificial Intelligence/3. Python - Preparing LIME.mp4
54.7 MB
09. LIME - Explainable Artificial Intelligence/3. Python - Preparing LIME.vtt
8.51 KB
09. LIME - Explainable Artificial Intelligence/4. Python - Explaining Predictions.mp4
14.96 MB
09. LIME - Explainable Artificial Intelligence/4. Python - Explaining Predictions.vtt
4.04 KB
09. LIME - Explainable Artificial Intelligence/5. Extra Resources and Challenge.mp4
23.05 MB
09. LIME - Explainable Artificial Intelligence/5. Extra Resources and Challenge.vtt
4.98 KB
09. LIME - Explainable Artificial Intelligence/5. LIME Challenge.pdf
2.29 MB
09. LIME - Explainable Artificial Intelligence/6. Python - Challenge Solutions.mp4
50.77 MB
09. LIME - Explainable Artificial Intelligence/6. Python - Challenge Solutions.vtt
9.63 KB
10. XGBoost and SHAP/1. Game Plan for XGBoost and SHAP.mp4
2.83 MB
10. XGBoost and SHAP/1. Game Plan for XGBoost and SHAP.vtt
1.6 KB
10. XGBoost and SHAP/10. Python - Training and Test Set.mp4
4.7 MB
10. XGBoost and SHAP/10. Python - Training and Test Set.vtt
2.2 KB
10. XGBoost and SHAP/11. Python - XGBoost Matrices.mp4
4.54 MB
10. XGBoost and SHAP/11. Python - XGBoost Matrices.vtt
1.64 KB
10. XGBoost and SHAP/12. XGBoost Parameters.mp4
6.66 MB
10. XGBoost and SHAP/12. XGBoost Parameters.vtt
4.29 KB
10. XGBoost and SHAP/13. Python - XGBoost Parameters.mp4
7.18 MB
10. XGBoost and SHAP/13. Python - XGBoost Parameters.vtt
3.83 KB
10. XGBoost and SHAP/14. Python - XGBoost Model.mp4
13.4 MB
10. XGBoost and SHAP/14. Python - XGBoost Model.vtt
3 KB
10. XGBoost and SHAP/15. Evaluate Regression-based Problems.mp4
5.48 MB
10. XGBoost and SHAP/15. Evaluate Regression-based Problems.vtt
3.67 KB
10. XGBoost and SHAP/16. Python - Predictions.mp4
2.48 MB
10. XGBoost and SHAP/16. Python - Predictions.vtt
1.53 KB
10. XGBoost and SHAP/17. Python - MAE and RSME.mp4
12.61 MB
10. XGBoost and SHAP/17. Python - MAE and RSME.vtt
4.8 KB
10. XGBoost and SHAP/18. SHAP.mp4
8.17 MB
10. XGBoost and SHAP/18. SHAP.vtt
5.18 KB
10. XGBoost and SHAP/19. Python - Preparing SHAP.mp4
2.4 MB
10. XGBoost and SHAP/19. Python - Preparing SHAP.vtt
1.31 KB
10. XGBoost and SHAP/2. Case Study Briefing and Step by Step Guide.mp4
3.22 MB
10. XGBoost and SHAP/2. Case Study Briefing and Step by Step Guide.vtt
2.71 KB
10. XGBoost and SHAP/20. Python - Local Interpretability.mp4
27.06 MB
10. XGBoost and SHAP/20. Python - Local Interpretability.vtt
5.83 KB
10. XGBoost and SHAP/21. Python - Dependency Plots.mp4
11.23 MB
10. XGBoost and SHAP/21. Python - Dependency Plots.vtt
3.37 KB
10. XGBoost and SHAP/22. Python - Global Interpretability.mp4
4.89 MB
10. XGBoost and SHAP/22. Python - Global Interpretability.vtt
2.53 KB
10. XGBoost and SHAP/23. Extra Resources and Challenge.mp4
16.51 MB
10. XGBoost and SHAP/23. Extra Resources and Challenge.vtt
5.62 KB
10. XGBoost and SHAP/23. XGBoost and SHAP Challenge.pdf
2.23 MB
10. XGBoost and SHAP/24. Python - Challenge Solutions.mp4
64.81 MB
10. XGBoost and SHAP/24. Python - Challenge Solutions.vtt
13.42 KB
10. XGBoost and SHAP/25. End of Course Feedback.html
447 B
10. XGBoost and SHAP/3. Python - Importing Libraries.mp4
5.68 MB
10. XGBoost and SHAP/3. Python - Importing Libraries.vtt
1.8 KB
10. XGBoost and SHAP/4. Python - Loading Data.mp4
15.34 MB
10. XGBoost and SHAP/4. Python - Loading Data.vtt
2.63 KB
10. XGBoost and SHAP/5. Introducing XGBoost.mp4
5.38 MB
10. XGBoost and SHAP/5. Introducing XGBoost.vtt
3.51 KB
10. XGBoost and SHAP/6. How XGBoost works part 1.mp4
11.6 MB
10. XGBoost and SHAP/6. How XGBoost works part 1.vtt
3.52 KB
10. XGBoost and SHAP/7. How XGBoost works part 2.mp4
6.08 MB
10. XGBoost and SHAP/7. How XGBoost works part 2.vtt
4.01 KB
10. XGBoost and SHAP/8. XGBoost quirks.mp4
1.67 MB
10. XGBoost and SHAP/8. XGBoost quirks.vtt
1.25 KB
10. XGBoost and SHAP/9. Python - Isolate X and Y.mp4
2.64 MB
10. XGBoost and SHAP/9. Python - Isolate X and Y.vtt
1.34 KB
11. Bonus Section/1. Bonus Lecture.html
2.98 KB
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