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【影视】 [FreeTutorials.Us] Udemy - Feature Engineering for Machine Learning

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13. Assembling a feature engineering pipeline/2. Regression pipeline.mp4 165.2 MB
13. Assembling a feature engineering pipeline/1. Classification pipeline.mp4 142.6 MB
4. Missing Data Imputation/8. Random sample imputation.mp4 107.6 MB
6. Categorical Variable Encoding/3. One-hot-encoding Demo.mp4 95.8 MB
4. Missing Data Imputation/10. Mean or median imputation with Scikit-learn.mp4 92.4 MB
4. Missing Data Imputation/15. Automatic determination of imputation method with Sklearn.mp4 84.3 MB
8. Discretisation/11. Discretisation with decision trees using Scikit-learn.mp4 84.1 MB
8. Discretisation/3. Equal-width discretisation Demo.mp4 82.9 MB
6. Categorical Variable Encoding/17. Comparison of categorical variable encoding.mp4 82.3 MB
6. Categorical Variable Encoding/19. Rare label encoding Demo.mp4 72.8 MB
3. Variable Characteristics/5. Linear models assumptions.mp4 72.2 MB
6. Categorical Variable Encoding/11. Target guided ordinal encoding Demo.mp4 72.1 MB
6. Categorical Variable Encoding/7. Ordinal encoding Demo.mp4 60.3 MB
6. Categorical Variable Encoding/5. One hot encoding of top categories Demo.mp4 60.0 MB
12. Engineering datetime variables/2. Engineering dates Demo.mp4 56.6 MB
4. Missing Data Imputation/11. Arbitrary value imputation with Scikit-learn.mp4 54.7 MB
4. Missing Data Imputation/3. Mean or median imputation.mp4 54.7 MB
9. Outlier Handling/2. Outlier trimming.mp4 53.6 MB
4. Missing Data Imputation/6. Frequent category imputation.mp4 52.2 MB
7. Variable Transformation/2. Variable Transformation with Numpy and SciPy.mp4 51.8 MB

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6. Reminders App - Managing List Items/9. Updating List Items.mp4 179.9 MB
14. Stocks - Displaying News by Stock/6. Displaying Graph of Stocks Historical Prices.mp4 163.3 MB
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5. Reminders App - Creating, Deleting and Displaying Lists/10. Implementing MyListsViewModel.mp4 103.2 MB
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15. Stocks - WebView and Navigation/4. Improving Routing Part 2 (Dividing Global State).mp4 102.1 MB
11. Maps - Preferences and Distance Conversions/4. Implementing Distance Formatter.mp4 97.6 MB
10. Maps - Directions and Route/2. Displaying Directions Part 1.mp4 94.7 MB
10. Maps - Directions and Route/1. Calculating Directions.mp4 92.7 MB
9. Maps - Displaying, Selecting Annotations/2. Displaying a Callout View.mp4 91.0 MB
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【影视】 [TutorialPace.com] Lynda - Learning Web Analytics - [TP]

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3. Start with Primary Analytics Concepts/00014 - Using your primary tools - Acquisition, behavior, and conversion.mp4 11.8 MB
4. A Few Reports to Get You Started/00024 - Taking action.mp4 9.0 MB
4. A Few Reports to Get You Started/00020 - Understanding the three Cs of analytics - Context, contrast, and comparison.mp4 8.8 MB
3. Start with Primary Analytics Concepts/00016 - Tracking acquisition by medium.mp4 8.8 MB
1. Where Do the Numbers Come From/00005 - Implementing tracking code.mp4 8.4 MB
3. Start with Primary Analytics Concepts/00018 - Measuring your landing page and content.mp4 8.1 MB
3. Start with Primary Analytics Concepts/00017 - Navigating to bounce rate .mp4 7.5 MB
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【其他】 Microsoft Learning

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