7. Dealing with Real-World Data

hazırlayan Hassan 641,463 KB • 20 dosyalar

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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

20 4shared klasörümdeki video, office dosyaya 7. Dealing with Real-World Data göz atın

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