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19. Understanding Your Data.mp4
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MP4
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9.4 MB
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20. Summary Statistics.mp4
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MP4
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10.7 MB
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21. Data Visualisation Basics.mp4
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MP4
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19.3 MB
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22. Scatter Plots & Bar Charts.mp4
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MP4
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13.4 MB
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23. Correlation Analysis.mp4
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MP4
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19.1 MB
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24. Distribution Plots.mp4
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MP4
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8.6 MB
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6 - Supervised Learning - Regression
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25. Understanding Regression Simple Linear Regression & Multiple Linear Regression.mp4
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MP4
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31.4 MB
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26. Model Training & Evaluation.mp4
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MP4
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27.4 MB
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27. MAE(Mean Absolute Error), MSE(Mean Squared Error), RMSE(Root Mean Squared Error).mp4
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MP4
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10.9 MB
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7 - Supervised Learning - Classification
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28. Logistic Regression.mp4
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MP4
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25.6 MB
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29. K-Nearest Neighbors.mp4
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MP4
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36.6 MB
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30. Decision Trees.mp4
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MP4
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15.7 MB
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31. Random Forest.mp4
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MP4
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20 MB
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32. Model Evaluation Metrics Accuracy, Precision, Recall, F1 Score.mp4
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MP4
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46.5 MB
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8 - Model Evaluation & Validation
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33. Confusion Matrix.mp4
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MP4
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55.3 MB
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34. Cross-Validation.mp4
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MP4
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29.8 MB
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35. Overfitting, Underfitting, Bias-Variance Tradeoff.mp4
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MP4
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23.6 MB
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