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7. Dealing with Real-World Data

توسط Hassan 641,463 KB • 20 فایل

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1. BiasVariance Tradeoff.mp4
1. BiasVariance Tradeoff.mp4
1. BiasVariance Tradeoff.srt
1. BiasVariance Tradeoff.srt
2. [Activity] K-Fold Cross-Validation to avoid overfitting.mp4
2. [Activity] K-Fold Cross-Validation to avoid overfitting.mp4
2. [Activity] K-Fold Cross-Validation to avoid overfitting.srt
2. [Activity] K-Fold Cross-Validation to avoid overfitting.srt
3. Data Cleaning and Normalization.mp4
3. Data Cleaning and Normalization.mp4
3. Data Cleaning and Normalization.srt
3. Data Cleaning and Normalization.srt
4. [Activity] Cleaning web log data.mp4
4. [Activity] Cleaning web log data.mp4
4. [Activity] Cleaning web log data.srt
4. [Activity] Cleaning web log data.srt
5. Normalizing numerical data.mp4
5. Normalizing numerical data.mp4
5. Normalizing numerical data.srt
5. Normalizing numerical data.srt
6. [Activity] Detecting outliers.mp4
6. [Activity] Detecting outliers.mp4
6. [Activity] Detecting outliers.srt
6. [Activity] Detecting outliers.srt
7. Feature Engineering and the Curse of Dimensionality.mp4
7. Feature Engineering and the Curse of Dimensionality.mp4
7. Feature Engineering and the Curse of Dimensionality.srt
7. Feature Engineering and the Curse of Dimensionality.srt
8. Imputation Techniques for Missing Data.mp4
8. Imputation Techniques for Missing Data.mp4
8. Imputation Techniques for Missing Data.srt
8. Imputation Techniques for Missing Data.srt
9. Handling Unbalanced Data Oversampling, Undersampling, and SMOTE.mp4
9. Handling Unbalanced Data Oversampling, Undersampling, and SMOTE.mp4
9. Handling Unbalanced Data Oversampling, Undersampling, and SMOTE.srt
9. Handling Unbalanced Data Oversampling, Undersampling, and SMOTE.srt
10. Binning, Transforming, Encoding, Scaling, and Shuffling.mp4
10. Binning, Transforming, Encoding, Scaling, and Shuffling.mp4
10. Binning, Transforming, Encoding, Scaling, and Shuffling.srt
10. Binning, Transforming, Encoding, Scaling, and Shuffling.srt

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