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| [CourseClub.ME].url |
122б |
| [FCS Forum].url |
133б |
| [FreeCourseSite.com].url |
127б |
| 1. Business Challenge.mp4 |
92.22Мб |
| 1. Business Challenge.vtt |
5.81Кб |
| 1. Case Study.mp4 |
30.08Мб |
| 1. Case Study.vtt |
3.53Кб |
| 1. Fintech Case Studies Introduction.mp4 |
14.63Мб |
| 1. Fintech Case Studies Introduction.vtt |
2.02Кб |
| 1. Introduction.mp4 |
14.97Мб |
| 1. Introduction.mp4 |
19.60Мб |
| 1. Introduction.mp4 |
75.13Мб |
| 1. Introduction.vtt |
1.00Кб |
| 1. Introduction.vtt |
2.51Кб |
| 1. Introduction.vtt |
9.60Кб |
| 1. Welcome to the course!.mp4 |
36.75Мб |
| 1. Welcome to the course!.vtt |
2.33Кб |
| 10. Conclusion.mp4 |
55.27Мб |
| 10. Conclusion.vtt |
4.61Кб |
| 10. Metrics.mp4 |
15.11Мб |
| 10. Metrics.vtt |
3.95Кб |
| 10. Model Building.mp4 |
72.33Мб |
| 10. Model Building.mp4 |
51.26Мб |
| 10. Model Building.vtt |
12.97Кб |
| 10. Model Building.vtt |
9.48Кб |
| 10. Model Building Part 2.mp4 |
93.45Мб |
| 10. Model Building Part 2.vtt |
11.60Кб |
| 11. Confusion Matrix.mp4 |
40.06Мб |
| 11. Confusion Matrix.vtt |
4.02Кб |
| 11. Grid Search Part 1.mp4 |
74.43Мб |
| 11. Grid Search Part 1.vtt |
13.99Кб |
| 11. K-Fold Cross Validation.mp4 |
31.69Мб |
| 11. K-Fold Cross Validation.vtt |
5.24Кб |
| 11. Model Conclusion.mp4 |
29.99Мб |
| 11. Model Conclusion.vtt |
4.06Кб |
| 12. Feature Selection.mp4 |
64.30Мб |
| 12. Feature Selection.vtt |
8.69Кб |
| 12. Final Remarks.mp4 |
19.05Мб |
| 12. Final Remarks.vtt |
2.43Кб |
| 12. Grid Search Part 2.mp4 |
98.07Мб |
| 12. Grid Search Part 2.vtt |
11.23Кб |
| 12. Machine Learning Classifiers.mp4 |
34.17Мб |
| 12. Machine Learning Classifiers.vtt |
7.73Кб |
| 13. Model Conclusion.mp4 |
38.42Мб |
| 13. Model Conclusion.mp4 |
18.31Мб |
| 13. Model Conclusion.vtt |
5.25Кб |
| 13. Model Conclusion.vtt |
3.44Кб |
| 13. Random Forest.mp4 |
31.02Мб |
| 13. Random Forest.vtt |
3.10Кб |
| 14. Decision Trees.mp4 |
18.77Мб |
| 14. Decision Trees.vtt |
2.58Кб |
| 14. Final Remarks.mp4 |
24.29Мб |
| 14. Final Remarks.mp4 |
30.57Мб |
| 14. Final Remarks.vtt |
3.10Кб |
| 14. Final Remarks.vtt |
4.11Кб |
| 15. Sampling.mp4 |
7.74Мб |
| 15. Sampling.vtt |
2.08Кб |
| 16. Undersampling.mp4 |
36.92Мб |
| 16. Undersampling.vtt |
2.58Кб |
| 17. Smote.mp4 |
35.71Мб |
| 17. Smote.vtt |
2.45Кб |
| 18. Final remarks.mp4 |
19.06Мб |
| 18. Final remarks.vtt |
3.05Кб |
| 2. Business Challenge.mp4 |
60.98Мб |
| 2. Business Challenge.vtt |
3.73Кб |
| 2. Challenge in Machine Learning Vocabulary.mp4 |
69.24Мб |
| 2. Challenge in Machine Learning Vocabulary.vtt |
8.45Кб |
| 2. Data.mp4 |
77.48Мб |
| 2. Data.mp4 |
101.91Мб |
| 2. Data.vtt |
9.79Кб |
| 2. Data.vtt |
9.82Кб |
| 2. Introduction.mp4 |
18.28Мб |
| 2. Introduction.vtt |
2.32Кб |
| 2. Machine Learning Vocabulary.mp4 |
22.95Мб |
| 2. Machine Learning Vocabulary.vtt |
3.31Кб |
| 2. Where to get the materials.html |
128б |
| 3. Data.mp4 |
53.63Мб |
| 3. Data.vtt |
4.06Кб |
| 3. Data Cleaning.mp4 |
32.56Мб |
| 3. Data Cleaning.vtt |
5.69Кб |
| 3. Data Housekeeping.mp4 |
44.08Мб |
| 3. Data Housekeeping.vtt |
6.85Кб |
| 3. Data Visualisation.mp4 |
130.14Мб |
| 3. Data Visualisation.vtt |
19.92Кб |
| 3. Set Up.mp4 |
23.92Мб |
| 3. Set Up.vtt |
3.25Кб |
| 3. Updates on Udemy Reviews.mp4 |
56.12Мб |
| 3. Updates on Udemy Reviews.vtt |
3.53Кб |
| 4. Challenge in Machine Learning Vocabulary.mp4 |
79.06Мб |
| 4. Challenge in Machine Learning Vocabulary.vtt |
9.96Кб |
| 4. Data Visualization.mp4 |
20.40Мб |
| 4. Data Visualization.vtt |
2.42Кб |
| 4. Features Histograms.mp4 |
60.84Мб |
| 4. Features Histograms.mp4 |
50.24Мб |
| 4. Features Histograms.vtt |
9.74Кб |
| 4. Features Histograms.vtt |
10.75Кб |
| 4. Histograms.mp4 |
50.81Мб |
| 4. Histograms.vtt |
12.62Кб |
| 4. Model Training Part I.mp4 |
103.76Мб |
| 4. Model Training Part I.vtt |
11.81Кб |
| 5. Correlation Plot.mp4 |
22.04Мб |
| 5. Correlation Plot.mp4 |
24.28Мб |
| 5. Correlation Plot.vtt |
5.51Кб |
| 5. Correlation Plot.vtt |
6.59Кб |
| 5. Data Preprocessing.mp4 |
39.03Мб |
| 5. Data Preprocessing.vtt |
2.92Кб |
| 5. Data Visualisation.mp4 |
140.50Мб |
| 5. Data Visualisation.vtt |
22.98Кб |
| 5. Model Training Part II.mp4 |
78.30Мб |
| 5. Model Training Part II.vtt |
10.09Кб |
| 5. Pie Chart Distributions.mp4 |
70.58Мб |
| 5. Pie Chart Distributions.vtt |
10.65Кб |
| 6. Correlation Matrix.mp4 |
32.28Мб |
| 6. Correlation Matrix.mp4 |
33.41Мб |
| 6. Correlation Matrix.vtt |
8.30Кб |
| 6. Correlation Matrix.vtt |
9.12Кб |
| 6. Correlation Plot.mp4 |
48.74Мб |
| 6. Correlation Plot.vtt |
9.36Кб |
| 6. Deep Learning Part 1.mp4 |
23.22Мб |
| 6. Deep Learning Part 1.vtt |
3.44Кб |
| 6. Model Training.mp4 |
70.94Мб |
| 6. Model Training.vtt |
11.03Кб |
| 6. Model Training Part III.mp4 |
125.99Мб |
| 6. Model Training Part III.vtt |
14.38Кб |
| 7. Correlation Matrix.mp4 |
56.10Мб |
| 7. Correlation Matrix.vtt |
11.73Кб |
| 7. Deep Learning Part 2.mp4 |
48.19Мб |
| 7. Deep Learning Part 2.vtt |
7.43Кб |
| 7. Feature Engineering.mp4 |
23.47Мб |
| 7. Feature Engineering.vtt |
6.58Кб |
| 7. Feature Engineering - Response.mp4 |
54.89Мб |
| 7. Feature Engineering - Response.vtt |
9.74Кб |
| 7. Model Evaluation.mp4 |
91.38Мб |
| 7. Model Evaluation.vtt |
14.36Кб |
| 7. Model Training Part IV.mp4 |
128.19Мб |
| 7. Model Training Part IV.vtt |
19.41Кб |
| 8. Data Preprocessing.mp4 |
60.17Мб |
| 8. Data Preprocessing.vtt |
10.96Кб |
| 8. Feature Engineering - Screens.mp4 |
71.04Мб |
| 8. Feature Engineering - Screens.vtt |
10.33Кб |
| 8. Improving the Model.mp4 |
189.77Мб |
| 8. Improving the Model.vtt |
29.08Кб |
| 8. Model Evaluation.mp4 |
73.61Мб |
| 8. Model Evaluation.vtt |
12.24Кб |
| 8. One-Hot Encoding.mp4 |
42.89Мб |
| 8. One-Hot Encoding.vtt |
6.52Кб |
| 8. Splitting the Data.mp4 |
38.21Мб |
| 8. Splitting the Data.vtt |
4.08Кб |
| 9. Conclusion.mp4 |
24.04Мб |
| 9. Conclusion.vtt |
3.57Кб |
| 9. Data Pre-Processing.mp4 |
60.65Мб |
| 9. Data Pre-Processing.vtt |
9.80Кб |
| 9. Feature Scaling & Balancing.mp4 |
79.72Мб |
| 9. Feature Scaling & Balancing.vtt |
10.94Кб |
| 9. Improving the Model.mp4 |
31.62Мб |
| 9. Improving the Model.vtt |
3.49Кб |
| 9. Model Building Part 1.mp4 |
58.77Мб |
| 9. Model Building Part 1.vtt |
8.03Кб |
| 9. Training.mp4 |
21.19Мб |
| 9. Training.vtt |
1.86Кб |