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Please note that this page does not hosts or makes available any of the listed filenames. You
cannot download any of those files from here.
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| [CourseClub.ME].url |
122B |
| [FCS Forum].url |
133B |
| [FreeCourseSite.com].url |
127B |
| 1. Business Challenge.mp4 |
92.22MB |
| 1. Business Challenge.vtt |
5.81KB |
| 1. Case Study.mp4 |
30.08MB |
| 1. Case Study.vtt |
3.53KB |
| 1. Fintech Case Studies Introduction.mp4 |
14.63MB |
| 1. Fintech Case Studies Introduction.vtt |
2.02KB |
| 1. Introduction.mp4 |
14.97MB |
| 1. Introduction.mp4 |
19.60MB |
| 1. Introduction.mp4 |
75.13MB |
| 1. Introduction.vtt |
1.00KB |
| 1. Introduction.vtt |
2.51KB |
| 1. Introduction.vtt |
9.60KB |
| 1. Welcome to the course!.mp4 |
36.75MB |
| 1. Welcome to the course!.vtt |
2.33KB |
| 10. Conclusion.mp4 |
55.27MB |
| 10. Conclusion.vtt |
4.61KB |
| 10. Metrics.mp4 |
15.11MB |
| 10. Metrics.vtt |
3.95KB |
| 10. Model Building.mp4 |
72.33MB |
| 10. Model Building.mp4 |
51.26MB |
| 10. Model Building.vtt |
12.97KB |
| 10. Model Building.vtt |
9.48KB |
| 10. Model Building Part 2.mp4 |
93.45MB |
| 10. Model Building Part 2.vtt |
11.60KB |
| 11. Confusion Matrix.mp4 |
40.06MB |
| 11. Confusion Matrix.vtt |
4.02KB |
| 11. Grid Search Part 1.mp4 |
74.43MB |
| 11. Grid Search Part 1.vtt |
13.99KB |
| 11. K-Fold Cross Validation.mp4 |
31.69MB |
| 11. K-Fold Cross Validation.vtt |
5.24KB |
| 11. Model Conclusion.mp4 |
29.99MB |
| 11. Model Conclusion.vtt |
4.06KB |
| 12. Feature Selection.mp4 |
64.30MB |
| 12. Feature Selection.vtt |
8.69KB |
| 12. Final Remarks.mp4 |
19.05MB |
| 12. Final Remarks.vtt |
2.43KB |
| 12. Grid Search Part 2.mp4 |
98.07MB |
| 12. Grid Search Part 2.vtt |
11.23KB |
| 12. Machine Learning Classifiers.mp4 |
34.17MB |
| 12. Machine Learning Classifiers.vtt |
7.73KB |
| 13. Model Conclusion.mp4 |
38.42MB |
| 13. Model Conclusion.mp4 |
18.31MB |
| 13. Model Conclusion.vtt |
5.25KB |
| 13. Model Conclusion.vtt |
3.44KB |
| 13. Random Forest.mp4 |
31.02MB |
| 13. Random Forest.vtt |
3.10KB |
| 14. Decision Trees.mp4 |
18.77MB |
| 14. Decision Trees.vtt |
2.58KB |
| 14. Final Remarks.mp4 |
24.29MB |
| 14. Final Remarks.mp4 |
30.57MB |
| 14. Final Remarks.vtt |
3.10KB |
| 14. Final Remarks.vtt |
4.11KB |
| 15. Sampling.mp4 |
7.74MB |
| 15. Sampling.vtt |
2.08KB |
| 16. Undersampling.mp4 |
36.92MB |
| 16. Undersampling.vtt |
2.58KB |
| 17. Smote.mp4 |
35.71MB |
| 17. Smote.vtt |
2.45KB |
| 18. Final remarks.mp4 |
19.06MB |
| 18. Final remarks.vtt |
3.05KB |
| 2. Business Challenge.mp4 |
60.98MB |
| 2. Business Challenge.vtt |
3.73KB |
| 2. Challenge in Machine Learning Vocabulary.mp4 |
69.24MB |
| 2. Challenge in Machine Learning Vocabulary.vtt |
8.45KB |
| 2. Data.mp4 |
77.48MB |
| 2. Data.mp4 |
101.91MB |
| 2. Data.vtt |
9.79KB |
| 2. Data.vtt |
9.82KB |
| 2. Introduction.mp4 |
18.28MB |
| 2. Introduction.vtt |
2.32KB |
| 2. Machine Learning Vocabulary.mp4 |
22.95MB |
| 2. Machine Learning Vocabulary.vtt |
3.31KB |
| 2. Where to get the materials.html |
128B |
| 3. Data.mp4 |
53.63MB |
| 3. Data.vtt |
4.06KB |
| 3. Data Cleaning.mp4 |
32.56MB |
| 3. Data Cleaning.vtt |
5.69KB |
| 3. Data Housekeeping.mp4 |
44.08MB |
| 3. Data Housekeeping.vtt |
6.85KB |
| 3. Data Visualisation.mp4 |
130.14MB |
| 3. Data Visualisation.vtt |
19.92KB |
| 3. Set Up.mp4 |
23.92MB |
| 3. Set Up.vtt |
3.25KB |
| 3. Updates on Udemy Reviews.mp4 |
56.12MB |
| 3. Updates on Udemy Reviews.vtt |
3.53KB |
| 4. Challenge in Machine Learning Vocabulary.mp4 |
79.06MB |
| 4. Challenge in Machine Learning Vocabulary.vtt |
9.96KB |
| 4. Data Visualization.mp4 |
20.40MB |
| 4. Data Visualization.vtt |
2.42KB |
| 4. Features Histograms.mp4 |
60.84MB |
| 4. Features Histograms.mp4 |
50.24MB |
| 4. Features Histograms.vtt |
9.74KB |
| 4. Features Histograms.vtt |
10.75KB |
| 4. Histograms.mp4 |
50.81MB |
| 4. Histograms.vtt |
12.62KB |
| 4. Model Training Part I.mp4 |
103.76MB |
| 4. Model Training Part I.vtt |
11.81KB |
| 5. Correlation Plot.mp4 |
22.04MB |
| 5. Correlation Plot.mp4 |
24.28MB |
| 5. Correlation Plot.vtt |
5.51KB |
| 5. Correlation Plot.vtt |
6.59KB |
| 5. Data Preprocessing.mp4 |
39.03MB |
| 5. Data Preprocessing.vtt |
2.92KB |
| 5. Data Visualisation.mp4 |
140.50MB |
| 5. Data Visualisation.vtt |
22.98KB |
| 5. Model Training Part II.mp4 |
78.30MB |
| 5. Model Training Part II.vtt |
10.09KB |
| 5. Pie Chart Distributions.mp4 |
70.58MB |
| 5. Pie Chart Distributions.vtt |
10.65KB |
| 6. Correlation Matrix.mp4 |
32.28MB |
| 6. Correlation Matrix.mp4 |
33.41MB |
| 6. Correlation Matrix.vtt |
8.30KB |
| 6. Correlation Matrix.vtt |
9.12KB |
| 6. Correlation Plot.mp4 |
48.74MB |
| 6. Correlation Plot.vtt |
9.36KB |
| 6. Deep Learning Part 1.mp4 |
23.22MB |
| 6. Deep Learning Part 1.vtt |
3.44KB |
| 6. Model Training.mp4 |
70.94MB |
| 6. Model Training.vtt |
11.03KB |
| 6. Model Training Part III.mp4 |
125.99MB |
| 6. Model Training Part III.vtt |
14.38KB |
| 7. Correlation Matrix.mp4 |
56.10MB |
| 7. Correlation Matrix.vtt |
11.73KB |
| 7. Deep Learning Part 2.mp4 |
48.19MB |
| 7. Deep Learning Part 2.vtt |
7.43KB |
| 7. Feature Engineering.mp4 |
23.47MB |
| 7. Feature Engineering.vtt |
6.58KB |
| 7. Feature Engineering - Response.mp4 |
54.89MB |
| 7. Feature Engineering - Response.vtt |
9.74KB |
| 7. Model Evaluation.mp4 |
91.38MB |
| 7. Model Evaluation.vtt |
14.36KB |
| 7. Model Training Part IV.mp4 |
128.19MB |
| 7. Model Training Part IV.vtt |
19.41KB |
| 8. Data Preprocessing.mp4 |
60.17MB |
| 8. Data Preprocessing.vtt |
10.96KB |
| 8. Feature Engineering - Screens.mp4 |
71.04MB |
| 8. Feature Engineering - Screens.vtt |
10.33KB |
| 8. Improving the Model.mp4 |
189.77MB |
| 8. Improving the Model.vtt |
29.08KB |
| 8. Model Evaluation.mp4 |
73.61MB |
| 8. Model Evaluation.vtt |
12.24KB |
| 8. One-Hot Encoding.mp4 |
42.89MB |
| 8. One-Hot Encoding.vtt |
6.52KB |
| 8. Splitting the Data.mp4 |
38.21MB |
| 8. Splitting the Data.vtt |
4.08KB |
| 9. Conclusion.mp4 |
24.04MB |
| 9. Conclusion.vtt |
3.57KB |
| 9. Data Pre-Processing.mp4 |
60.65MB |
| 9. Data Pre-Processing.vtt |
9.80KB |
| 9. Feature Scaling & Balancing.mp4 |
79.72MB |
| 9. Feature Scaling & Balancing.vtt |
10.94KB |
| 9. Improving the Model.mp4 |
31.62MB |
| 9. Improving the Model.vtt |
3.49KB |
| 9. Model Building Part 1.mp4 |
58.77MB |
| 9. Model Building Part 1.vtt |
8.03KB |
| 9. Training.mp4 |
21.19MB |
| 9. Training.vtt |
1.86KB |