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[FreeTutorials Us] Udemy - Feature Engineering for Machine Learning

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Title: UdemyGroup: NOGRPSource: Udemy
Info Hash
C4069CAC192C286F32CBE87A76FF1DDC6F293EA8
Source
Unverified
Total Size
3.76 GB
Total Files
100
Seeders
1
Leechers
0
Health
1.00
Score
2
Type
Bookware

File List

FileSize
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1. Introduction/1. Introduction.mp432.86 MB
1. Introduction/1. Introduction.srt6.81 KB
1. Introduction/1. Introduction.vtt6.06 KB
1. Introduction/2. Course curriculum overview.mp433.37 MB
1. Introduction/2. Course curriculum overview.srt7.24 KB
1. Introduction/2. Course curriculum overview.vtt6.46 KB
1. Introduction/3. Course requirements.mp410.64 MB
1. Introduction/3. Course requirements.srt4.1 KB
1. Introduction/3. Course requirements.vtt3.66 KB
1. Introduction/4. How to approach this course.html1.76 KB
1. Introduction/5. Setting up your computer.html3.52 KB
1. Introduction/6. Download Jupyter notebooks.html1.26 KB
1. Introduction/6.1 HandsOnPythonCode.zip.zip9.24 MB
1. Introduction/7. Download datasets.html1.97 KB
1. Introduction/8. Download course presentations.html764 B
1. Introduction/8.1 FeatureEngineeringSlides.zip.zip29.59 MB
1. Introduction/9. FAQ Data Science, Python programming, datasets, presentations and more....html1.64 KB
10. Feature Scaling/1. Feature scaling Introduction.mp420.6 MB
10. Feature Scaling/1. Feature scaling Introduction.srt4.55 KB
10. Feature Scaling/1. Feature scaling Introduction.vtt4.07 KB
10. Feature Scaling/10. Scaling to median and quantiles.mp413.01 MB
10. Feature Scaling/10. Scaling to median and quantiles.srt3.15 KB
10. Feature Scaling/10. Scaling to median and quantiles.vtt2.82 KB
10. Feature Scaling/11. Robust Scaling Demo.mp416.55 MB
10. Feature Scaling/11. Robust Scaling Demo.srt2.43 KB
10. Feature Scaling/11. Robust Scaling Demo.vtt2.17 KB
10. Feature Scaling/12. Scaling to vector unit length.mp431.94 MB
10. Feature Scaling/12. Scaling to vector unit length.srt6.64 KB
10. Feature Scaling/12. Scaling to vector unit length.vtt5.88 KB
10. Feature Scaling/13. Scaling to vector unit length Demo.mp446.31 MB
10. Feature Scaling/13. Scaling to vector unit length Demo.srt6.01 KB
10. Feature Scaling/13. Scaling to vector unit length Demo.vtt5.35 KB
10. Feature Scaling/14. Additional reading resources.html1.34 KB
10. Feature Scaling/2. Standardisation.mp426.51 MB
10. Feature Scaling/2. Standardisation.srt6.57 KB
10. Feature Scaling/2. Standardisation.vtt5.86 KB
10. Feature Scaling/3. Standardisation Demo.mp441.62 MB
10. Feature Scaling/3. Standardisation Demo.srt5.51 KB
10. Feature Scaling/3. Standardisation Demo.vtt4.93 KB
10. Feature Scaling/4. Mean normalisation.mp419.81 MB
10. Feature Scaling/4. Mean normalisation.srt4.92 KB
10. Feature Scaling/4. Mean normalisation.vtt4.4 KB
10. Feature Scaling/5. Mean normalisation Demo.mp445.08 MB
10. Feature Scaling/5. Mean normalisation Demo.srt6.19 KB
10. Feature Scaling/5. Mean normalisation Demo.vtt5.51 KB
10. Feature Scaling/6. Scaling to minimum and maximum values.mp417.08 MB
10. Feature Scaling/6. Scaling to minimum and maximum values.srt3.81 KB
10. Feature Scaling/6. Scaling to minimum and maximum values.vtt3.39 KB
10. Feature Scaling/7. MinMaxScaling Demo.mp425.89 MB
10. Feature Scaling/7. MinMaxScaling Demo.srt3.47 KB
10. Feature Scaling/7. MinMaxScaling Demo.vtt3.11 KB
10. Feature Scaling/8. Maximum absolute scaling.mp414.6 MB
10. Feature Scaling/8. Maximum absolute scaling.srt3.29 KB
10. Feature Scaling/8. Maximum absolute scaling.vtt2.94 KB
10. Feature Scaling/9. MaxAbsScaling Demo.mp431.47 MB
10. Feature Scaling/9. MaxAbsScaling Demo.srt4.56 KB
10. Feature Scaling/9. MaxAbsScaling Demo.vtt4.05 KB
11. Engineering mixed variables/1. Engineering mixed variables.mp415.27 MB
11. Engineering mixed variables/1. Engineering mixed variables.srt3.98 KB
11. Engineering mixed variables/1. Engineering mixed variables.vtt3.55 KB
11. Engineering mixed variables/2. Engineering mixed variables Demo.mp445.48 MB
11. Engineering mixed variables/2. Engineering mixed variables Demo.srt7.24 KB
11. Engineering mixed variables/2. Engineering mixed variables Demo.vtt6.45 KB
12. Engineering datetime variables/1. Engineering datetime variables.mp423.19 MB
12. Engineering datetime variables/1. Engineering datetime variables.srt5.48 KB
12. Engineering datetime variables/1. Engineering datetime variables.vtt4.87 KB
12. Engineering datetime variables/2. Engineering dates Demo.mp454.01 MB
12. Engineering datetime variables/2. Engineering dates Demo.srt9.1 KB
12. Engineering datetime variables/2. Engineering dates Demo.vtt8.05 KB
12. Engineering datetime variables/3. Engineering time variables and different timezones.mp433.48 MB
12. Engineering datetime variables/3. Engineering time variables and different timezones.srt5.36 KB
12. Engineering datetime variables/3. Engineering time variables and different timezones.vtt4.73 KB
13. Assembling a feature engineering pipeline/1. Classification pipeline.mp4135.99 MB
13. Assembling a feature engineering pipeline/1. Classification pipeline.srt15.57 KB
13. Assembling a feature engineering pipeline/1. Classification pipeline.vtt13.87 KB
13. Assembling a feature engineering pipeline/2. Regression pipeline.mp4157.57 MB
13. Assembling a feature engineering pipeline/2. Regression pipeline.srt16.77 KB
13. Assembling a feature engineering pipeline/2. Regression pipeline.vtt14.83 KB
13. Assembling a feature engineering pipeline/3. Beat the performance by engineering features.html155 B
14. Final section Next steps/1. BONUS Discounts on my other courses!.html1.02 KB
2. Variable Types/1. Variables Intro.mp415.3 MB
2. Variable Types/1. Variables Intro.srt3.53 KB
2. Variable Types/1. Variables Intro.vtt3.14 KB
2. Variable Types/2. Numerical variables.mp426.88 MB
2. Variable Types/2. Numerical variables.srt6.69 KB
2. Variable Types/2. Numerical variables.vtt5.97 KB
2. Variable Types/3. Categorical variables.mp418.4 MB
2. Variable Types/3. Categorical variables.srt4.56 KB
2. Variable Types/3. Categorical variables.vtt4.07 KB
2. Variable Types/4. Date and time variables.mp49.8 MB
2. Variable Types/4. Date and time variables.srt2.4 KB
2. Variable Types/4. Date and time variables.vtt2.14 KB
2. Variable Types/5. Mixed variables.mp411.25 MB
2. Variable Types/5. Mixed variables.srt2.94 KB

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