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1. Business Challenge.mp4
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MP4
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92.2 MB
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1. Business Challenge.vtt
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VTT
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5.8 KB
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1. Case Study.mp4
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MP4
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30.1 MB
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1. Case Study.vtt
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VTT
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3.5 KB
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1. Fintech Case Studies Introduction.mp4
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MP4
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14.6 MB
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1. Fintech Case Studies Introduction.vtt
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VTT
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2 KB
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1. Introduction.mp4
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MP4
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75.1 MB
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1. Introduction.vtt
|
VTT
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9.6 KB
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1. Welcome to the course!.mp4
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MP4
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36.7 MB
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1. Welcome to the course!.vtt
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VTT
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2.3 KB
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10. Conclusion.mp4
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MP4
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55.3 MB
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10. Conclusion.vtt
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VTT
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4.6 KB
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10. Metrics.mp4
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MP4
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15.1 MB
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10. Metrics.vtt
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VTT
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4 KB
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10. Model Building Part 2.mp4
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MP4
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93.5 MB
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10. Model Building Part 2.vtt
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VTT
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11.6 KB
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10. Model Building.mp4
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MP4
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51.3 MB
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10. Model Building.vtt
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VTT
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9.5 KB
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11. Confusion Matrix.mp4
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MP4
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40.1 MB
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11. Confusion Matrix.vtt
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VTT
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4 KB
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11. Grid Search Part 1.mp4
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MP4
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74.4 MB
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11. Grid Search Part 1.vtt
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VTT
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14 KB
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11. K-Fold Cross Validation.mp4
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MP4
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31.7 MB
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11. K-Fold Cross Validation.vtt
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VTT
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5.2 KB
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11. Model Conclusion.mp4
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MP4
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30 MB
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11. Model Conclusion.vtt
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VTT
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4.1 KB
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12. Feature Selection.mp4
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MP4
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64.3 MB
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12. Feature Selection.vtt
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VTT
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8.7 KB
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12. Final Remarks.mp4
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MP4
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19 MB
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12. Final Remarks.vtt
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VTT
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2.4 KB
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12. Grid Search Part 2.mp4
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MP4
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98.1 MB
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12. Grid Search Part 2.vtt
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VTT
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11.2 KB
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12. Machine Learning Classifiers.mp4
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MP4
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34.2 MB
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12. Machine Learning Classifiers.vtt
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VTT
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7.7 KB
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13. Model Conclusion.mp4
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MP4
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18.3 MB
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13. Model Conclusion.vtt
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VTT
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3.4 KB
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13. Random Forest.mp4
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MP4
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31 MB
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13. Random Forest.vtt
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VTT
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3.1 KB
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14. Decision Trees.mp4
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MP4
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18.8 MB
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14. Decision Trees.vtt
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VTT
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2.6 KB
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14. Final Remarks.mp4
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MP4
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30.6 MB
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14. Final Remarks.vtt
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VTT
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4.1 KB
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15. Sampling.mp4
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MP4
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7.7 MB
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15. Sampling.vtt
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VTT
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2.1 KB
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16. Undersampling.mp4
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MP4
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36.9 MB
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16. Undersampling.vtt
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VTT
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2.6 KB
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17. Smote.mp4
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MP4
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35.7 MB
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17. Smote.vtt
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VTT
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2.5 KB
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18. Final remarks.mp4
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MP4
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19.1 MB
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18. Final remarks.vtt
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VTT
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3.1 KB
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2. Business Challenge.mp4
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MP4
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61 MB
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2. Business Challenge.vtt
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VTT
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3.7 KB
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2. Challenge in Machine Learning Vocabulary.mp4
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MP4
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69.2 MB
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2. Challenge in Machine Learning Vocabulary.vtt
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VTT
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8.4 KB
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2. Data.mp4
|
MP4
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101.9 MB
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2. Data.vtt
|
VTT
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9.8 KB
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2. Introduction.mp4
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MP4
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18.3 MB
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|
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2. Introduction.vtt
|
VTT
|
2.3 KB
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2. Machine Learning Vocabulary.mp4
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MP4
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22.9 MB
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2. Machine Learning Vocabulary.vtt
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VTT
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3.3 KB
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2. Where to get the materials.html
|
HTML
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102.4 B
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3. Data Cleaning.mp4
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MP4
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32.6 MB
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|
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3. Data Cleaning.vtt
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VTT
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5.7 KB
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3. Data Housekeeping.mp4
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MP4
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44.1 MB
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3. Data Housekeeping.vtt
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VTT
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6.9 KB
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3. Data Visualisation.mp4
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MP4
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130.1 MB
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3. Data Visualisation.vtt
|
VTT
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19.9 KB
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3. Data.mp4
|
MP4
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53.6 MB
|
|
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3. Data.vtt
|
VTT
|
4.1 KB
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|
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3. Set Up.mp4
|
MP4
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23.9 MB
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|
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3. Set Up.vtt
|
VTT
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3.3 KB
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|
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3. Updates on Udemy Reviews.mp4
|
MP4
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56.1 MB
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|
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3. Updates on Udemy Reviews.vtt
|
VTT
|
3.5 KB
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|
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4. Challenge in Machine Learning Vocabulary.mp4
|
MP4
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79.1 MB
|
|
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4. Challenge in Machine Learning Vocabulary.vtt
|
VTT
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10 KB
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4. Data Visualization.mp4
|
MP4
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20.4 MB
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|
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4. Data Visualization.vtt
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VTT
|
2.4 KB
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4. Features Histograms.mp4
|
MP4
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50.2 MB
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|
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4. Features Histograms.vtt
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VTT
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10.7 KB
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4. Histograms.mp4
|
MP4
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50.8 MB
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|
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4. Histograms.vtt
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VTT
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12.6 KB
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4. Model Training Part I.mp4
|
MP4
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103.8 MB
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|
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4. Model Training Part I.vtt
|
VTT
|
11.8 KB
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5. Correlation Plot.mp4
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MP4
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24.3 MB
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|
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5. Correlation Plot.vtt
|
VTT
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6.6 KB
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5. Data Preprocessing.mp4
|
MP4
|
39 MB
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|
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5. Data Preprocessing.vtt
|
VTT
|
2.9 KB
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5. Data Visualisation.mp4
|
MP4
|
140.5 MB
|
|
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5. Data Visualisation.vtt
|
VTT
|
23 KB
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|
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5. Model Training Part II.mp4
|
MP4
|
78.3 MB
|
|
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5. Model Training Part II.vtt
|
VTT
|
10.1 KB
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5. Pie Chart Distributions.mp4
|
MP4
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70.6 MB
|
|
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5. Pie Chart Distributions.vtt
|
VTT
|
10.7 KB
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6. Correlation Matrix.mp4
|
MP4
|
33.4 MB
|
|
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6. Correlation Matrix.vtt
|
VTT
|
9.1 KB
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|
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6. Correlation Plot.mp4
|
MP4
|
48.7 MB
|
|
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6. Correlation Plot.vtt
|
VTT
|
9.4 KB
|
|
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6. Deep Learning Part 1.mp4
|
MP4
|
23.2 MB
|
|
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6. Deep Learning Part 1.vtt
|
VTT
|
3.4 KB
|
|
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6. Model Training Part III.mp4
|
MP4
|
126 MB
|
|
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6. Model Training Part III.vtt
|
VTT
|
14.4 KB
|
|
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6. Model Training.mp4
|
MP4
|
70.9 MB
|
|
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6. Model Training.vtt
|
VTT
|
11 KB
|
|
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7. Correlation Matrix.mp4
|
MP4
|
56.1 MB
|
|
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7. Correlation Matrix.vtt
|
VTT
|
11.7 KB
|
|
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7. Deep Learning Part 2.mp4
|
MP4
|
48.2 MB
|
|
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7. Deep Learning Part 2.vtt
|
VTT
|
7.4 KB
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|
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7. Feature Engineering - Response.mp4
|
MP4
|
54.9 MB
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|
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7. Feature Engineering - Response.vtt
|
VTT
|
9.7 KB
|
|
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7. Feature Engineering.mp4
|
MP4
|
23.5 MB
|
|
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7. Feature Engineering.vtt
|
VTT
|
6.6 KB
|
|
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7. Model Evaluation.mp4
|
MP4
|
91.4 MB
|
|
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7. Model Evaluation.vtt
|
VTT
|
14.4 KB
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|
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7. Model Training Part IV.mp4
|
MP4
|
128.2 MB
|
|
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7. Model Training Part IV.vtt
|
VTT
|
19.4 KB
|
|
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8. Data Preprocessing.mp4
|
MP4
|
60.2 MB
|
|
|
8. Data Preprocessing.vtt
|
VTT
|
11 KB
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|
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8. Feature Engineering - Screens.mp4
|
MP4
|
71 MB
|
|
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8. Feature Engineering - Screens.vtt
|
VTT
|
10.3 KB
|
|
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8. Improving the Model.mp4
|
MP4
|
189.8 MB
|
|
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8. Improving the Model.vtt
|
VTT
|
29.1 KB
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8. Model Evaluation.mp4
|
MP4
|
73.6 MB
|
|
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8. Model Evaluation.vtt
|
VTT
|
12.2 KB
|
|
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8. One-Hot Encoding.mp4
|
MP4
|
42.9 MB
|
|
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8. One-Hot Encoding.vtt
|
VTT
|
6.5 KB
|
|
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8. Splitting the Data.mp4
|
MP4
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38.2 MB
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|
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8. Splitting the Data.vtt
|
VTT
|
4.1 KB
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|
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9. Conclusion.mp4
|
MP4
|
24 MB
|
|
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9. Conclusion.vtt
|
VTT
|
3.6 KB
|
|
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9. Data Pre-Processing.mp4
|
MP4
|
60.7 MB
|
|
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9. Data Pre-Processing.vtt
|
VTT
|
9.8 KB
|
|
|
9. Feature Scaling & Balancing.mp4
|
MP4
|
79.7 MB
|
|
|
9. Feature Scaling & Balancing.vtt
|
VTT
|
10.9 KB
|
|
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9. Improving the Model.mp4
|
MP4
|
31.6 MB
|
|
|
9. Improving the Model.vtt
|
VTT
|
3.5 KB
|
|
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9. Model Building Part 1.mp4
|
MP4
|
58.8 MB
|
|
|
9. Model Building Part 1.vtt
|
VTT
|
8 KB
|
|
|
9. Training.mp4
|
MP4
|
21.2 MB
|
|
|
9. Training.vtt
|
VTT
|
1.9 KB
|
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[FreeCourseLab.com].url
|
URL
|
102.4 B
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