[ DevCourseWeb.com ] Udemy - Feature Engineering for Machine Learning by Soledad Galli

File Name

Size

Get Bonus Downloads Here.url

182 B

~Get Your Files Here !/01 - Introduction/001 Course curriculum overview.mp4

50 MB

~Get Your Files Here !/01 - Introduction/001 Course curriculum overview_en.srt

7.0 kB

~Get Your Files Here !/01 - Introduction/002 Course requirements.mp4

20 MB

~Get Your Files Here !/01 - Introduction/002 Course requirements_en.srt

3.5 kB

~Get Your Files Here !/01 - Introduction/003 How to approach this course.html

1.7 kB

~Get Your Files Here !/01 - Introduction/004 Setting up your computer.html

3.2 kB

~Get Your Files Here !/01 - Introduction/005 Course material.mp4

5.8 MB

~Get Your Files Here !/01 - Introduction/005 Course material_en.srt

2.3 kB

~Get Your Files Here !/01 - Introduction/006 Download Jupyter notebooks.html

1019 B

~Get Your Files Here !/01 - Introduction/007 Download datasets.html

3.5 kB

~Get Your Files Here !/01 - Introduction/008 Download presentations.html

286 B

~Get Your Files Here !/01 - Introduction/009 Moving forward.mp4

3.9 MB

~Get Your Files Here !/01 - Introduction/009 Moving forward_en.srt

2.5 kB

~Get Your Files Here !/01 - Introduction/010 FAQ Data science, Python, datasets, presentations and more.html

2.0 kB

~Get Your Files Here !/01 - Introduction/loan.csv

1.0 MB

~Get Your Files Here !/01 - Introduction/sample_s2.csv

9.9 MB

~Get Your Files Here !/02 - Variable Types/001 Variables Intro.mp4

5.4 MB

~Get Your Files Here !/02 - Variable Types/001 Variables Intro_en.srt

3.5 kB

~Get Your Files Here !/02 - Variable Types/002 Numerical variables.mp4

15 MB

~Get Your Files Here !/02 - Variable Types/002 Numerical variables_en.srt

7.0 kB

~Get Your Files Here !/02 - Variable Types/003 Categorical variables.mp4

7.6 MB

~Get Your Files Here !/02 - Variable Types/003 Categorical variables_en.srt

4.6 kB

~Get Your Files Here !/02 - Variable Types/004 Date and time variables.mp4

4.2 MB

~Get Your Files Here !/02 - Variable Types/004 Date and time variables_en.srt

2.5 kB

~Get Your Files Here !/02 - Variable Types/005 Mixed variables.mp4

4.6 MB

~Get Your Files Here !/02 - Variable Types/005 Mixed variables_en.srt

2.8 kB

~Get Your Files Here !/02 - Variable Types/005 sample-s2.csv

9.9 MB

~Get Your Files Here !/03 - Variable Characteristics/001 Variable characteristics.mp4

7.2 MB

~Get Your Files Here !/03 - Variable Characteristics/001 Variable characteristics_en.srt

3.5 kB

~Get Your Files Here !/03 - Variable Characteristics/002 Missing data.mp4

22 MB

~Get Your Files Here !/03 - Variable Characteristics/002 Missing data_en.srt

9.0 kB

~Get Your Files Here !/03 - Variable Characteristics/003 Cardinality - categorical variables.mp4

22 MB

~Get Your Files Here !/03 - Variable Characteristics/003 Cardinality - categorical variables_en.srt

6.4 kB

~Get Your Files Here !/03 - Variable Characteristics/004 Rare labels - categorical variables.mp4

14 MB

~Get Your Files Here !/03 - Variable Characteristics/004 Rare labels - categorical variables_en.srt

6.2 kB

~Get Your Files Here !/03 - Variable Characteristics/005 Linear models assumptions.mp4

42 MB

~Get Your Files Here !/03 - Variable Characteristics/005 Linear models assumptions_en.srt

11 kB

~Get Your Files Here !/03 - Variable Characteristics/006 Linear model assumptions - additional reading resources (optional).html

1.5 kB

~Get Your Files Here !/03 - Variable Characteristics/007 Variable distribution.mp4

15 MB

~Get Your Files Here !/03 - Variable Characteristics/007 Variable distribution_en.srt

6.5 kB

~Get Your Files Here !/03 - Variable Characteristics/008 Outliers.mp4

19 MB

~Get Your Files Here !/03 - Variable Characteristics/008 Outliers_en.srt

11 kB

~Get Your Files Here !/03 - Variable Characteristics/009 Variable magnitude.mp4

7.4 MB

~Get Your Files Here !/03 - Variable Characteristics/009 Variable magnitude_en.srt

4.0 kB

~Get Your Files Here !/03 - Variable Characteristics/010 ML-Comparison.pdf

298 kB

~Get Your Files Here !/03 - Variable Characteristics/010 Variable characteristics and machine learning models.html

402 B

~Get Your Files Here !/03 - Variable Characteristics/011 Additional reading resources.html

4.5 kB

~Get Your Files Here !/04 - Missing Data Imputation/001 Introduction to missing data imputation.mp4

18 MB

~Get Your Files Here !/04 - Missing Data Imputation/001 Introduction to missing data imputation_en.srt

5.2 kB

~Get Your Files Here !/04 - Missing Data Imputation/002 Complete Case Analysis.mp4

39 MB

~Get Your Files Here !/04 - Missing Data Imputation/002 Complete Case Analysis_en.srt

8.6 kB

~Get Your Files Here !/04 - Missing Data Imputation/003 Mean or median imputation.mp4

26 MB

~Get Your Files Here !/04 - Missing Data Imputation/003 Mean or median imputation_en.srt

10 kB

~Get Your Files Here !/04 - Missing Data Imputation/004 Arbitrary value imputation.mp4

31 MB

~Get Your Files Here !/04 - Missing Data Imputation/004 Arbitrary value imputation_en.srt

8.8 kB

~Get Your Files Here !/04 - Missing Data Imputation/005 End of distribution imputation.mp4

18 MB

~Get Your Files Here !/04 - Missing Data Imputation/005 End of distribution imputation_en.srt

6.1 kB

~Get Your Files Here !/04 - Missing Data Imputation/006 Frequent category imputation.mp4

38 MB

~Get Your Files Here !/04 - Missing Data Imputation/006 Frequent category imputation_en.srt

8.6 kB

~Get Your Files Here !/04 - Missing Data Imputation/007 Missing category imputation.mp4

23 MB

~Get Your Files Here !/04 - Missing Data Imputation/007 Missing category imputation_en.srt

5.0 kB

~Get Your Files Here !/04 - Missing Data Imputation/008 Random sample imputation.mp4

88 MB

~Get Your Files Here !/04 - Missing Data Imputation/008 Random sample imputation_en.srt

18 kB

~Get Your Files Here !/04 - Missing Data Imputation/009 Adding a missing indicator.mp4

15 MB

~Get Your Files Here !/04 - Missing Data Imputation/009 Adding a missing indicator_en.srt

6.9 kB

~Get Your Files Here !/04 - Missing Data Imputation/010 Imputation with Scikit-learn.mp4

21 MB

~Get Your Files Here !/04 - Missing Data Imputation/010 Imputation with Scikit-learn_en.srt

5.1 kB

~Get Your Files Here !/04 - Missing Data Imputation/011 Mean or median imputation with Scikit-learn.mp4

38 MB

~Get Your Files Here !/04 - Missing Data Imputation/011 Mean or median imputation with Scikit-learn_en.srt

6.5 kB

~Get Your Files Here !/04 - Missing Data Imputation/012 Arbitrary value imputation with Scikit-learn.mp4

36 MB

~Get Your Files Here !/04 - Missing Data Imputation/012 Arbitrary value imputation with Scikit-learn_en.srt

6.4 kB

~Get Your Files Here !/04 - Missing Data Imputation/013 Frequent category imputation with Scikit-learn.mp4

35 MB

~Get Your Files Here !/04 - Missing Data Imputation/013 Frequent category imputation with Scikit-learn_en.srt

6.7 kB

~Get Your Files Here !/04 - Missing Data Imputation/014 Missing category imputation with Scikit-learn.mp4

20 MB

~Get Your Files Here !/04 - Missing Data Imputation/014 Missing category imputation with Scikit-learn_en.srt

3.6 kB

~Get Your Files Here !/04 - Missing Data Imputation/015 Adding a missing indicator with Scikit-learn.mp4

23 MB

~Get Your Files Here !/04 - Missing Data Imputation/015 Adding a missing indicator with Scikit-learn_en.srt

4.6 kB

~Get Your Files Here !/04 - Missing Data Imputation/016 Automatic determination of imputation method with Sklearn.mp4

65 MB

~Get Your Files Here !/04 - Missing Data Imputation/016 Automatic determination of imputation method with Sklearn_en.srt

9.2 kB

~Get Your Files Here !/04 - Missing Data Imputation/017 Introduction to Feature-engine.mp4

27 MB

~Get Your Files Here !/04 - Missing Data Imputation/017 Introduction to Feature-engine_en.srt

8.3 kB

~Get Your Files Here !/04 - Missing Data Imputation/018 Mean or median imputation with Feature-engine.mp4

32 MB

~Get Your Files Here !/04 - Missing Data Imputation/018 Mean or median imputation with Feature-engine_en.srt

5.5 kB

~Get Your Files Here !/04 - Missing Data Imputation/019 Arbitrary value imputation with Feature-engine.mp4

25 MB

~Get Your Files Here !/04 - Missing Data Imputation/019 Arbitrary value imputation with Feature-engine_en.srt

3.8 kB

~Get Your Files Here !/04 - Missing Data Imputation/020 End of distribution imputation with Feature-engine.mp4

26 MB

~Get Your Files Here !/04 - Missing Data Imputation/020 End of distribution imputation with Feature-engine_en.srt

5.8 kB

~Get Your Files Here !/04 - Missing Data Imputation/021 Frequent category imputation with Feature-engine.mp4

5.3 MB

~Get Your Files Here !/04 - Missing Data Imputation/021 Frequent category imputation with Feature-engine_en.srt

2.0 kB

~Get Your Files Here !/04 - Missing Data Imputation/022 Missing category imputation with Feature-engine.mp4

20 MB

~Get Your Files Here !/04 - Missing Data Imputation/022 Missing category imputation with Feature-engine_en.srt

3.8 kB

~Get Your Files Here !/04 - Missing Data Imputation/023 Random sample imputation with Feature-engine.mp4

17 MB

~Get Your Files Here !/04 - Missing Data Imputation/023 Random sample imputation with Feature-engine_en.srt

2.9 kB

~Get Your Files Here !/04 - Missing Data Imputation/024 Adding a missing indicator with Feature-engine.mp4

28 MB

~Get Your Files Here !/04 - Missing Data Imputation/024 Adding a missing indicator with Feature-engine_en.srt

4.9 kB

~Get Your Files Here !/04 - Missing Data Imputation/025 CCA with Feature-engine.mp4

37 MB

~Get Your Files Here !/04 - Missing Data Imputation/025 CCA with Feature-engine_en.srt

8.5 kB

~Get Your Files Here !/04 - Missing Data Imputation/026 NA-methods-Comparison.pdf

274 kB

~Get Your Files Here !/04 - Missing Data Imputation/026 Overview of missing value imputation methods.html

339 B

~Get Your Files Here !/04 - Missing Data Imputation/027 Conclusion when to use each missing data imputation method.html

2.7 kB

~Get Your Files Here !/05 - Multivariate Missing Data Imputation/001 Multivariate imputation.mp4

7.5 MB

~Get Your Files Here !/05 - Multivariate Missing Data Imputation/001 Multivariate imputation_en.srt

3.9 kB

~Get Your Files Here !/05 - Multivariate Missing Data Imputation/002 KNN imputation.mp4

9.5 MB

~Get Your Files Here !/05 - Multivariate Missing Data Imputation/002 KNN imputation_en.srt

4.9 kB

~Get Your Files Here !/05 - Multivariate Missing Data Imputation/003 KNN imputation - Demo.mp4

19 MB

~Get Your Files Here !/05 - Multivariate Missing Data Imputation/003 KNN imputation - Demo_en.srt

8.5 kB

~Get Your Files Here !/05 - Multivariate Missing Data Imputation/004 MICE.mp4

15 MB

~Get Your Files Here !/05 - Multivariate Missing Data Imputation/004 MICE_en.srt

8.5 kB

~Get Your Files Here !/05 - Multivariate Missing Data Imputation/005 missForest.mp4

2.4 MB

~Get Your Files Here !/05 - Multivariate Missing Data Imputation/005 missForest_en.srt

1.3 kB

~Get Your Files Here !/05 - Multivariate Missing Data Imputation/006 MICE and missForest - Demo.mp4

28 MB

~Get Your Files Here !/05 - Multivariate Missing Data Imputation/006 MICE and missForest - Demo_en.srt

5.2 kB

~Get Your Files Here !/05 - Multivariate Missing Data Imputation/007 Additional reading resources (Optional).html

1.2 kB

~Get Your Files Here !/06 - Categorical Variable Encoding/001 Categorical encoding Introduction.mp4

34 MB

~Get Your Files Here !/06 - Categorical Variable Encoding/001 Categorical encoding Introduction_en.srt

8.3 kB

~Get Your Files Here !/06 - Categorical Variable Encoding/002 One hot encoding.mp4

14 MB

~Get Your Files Here !/06 - Categorical Variable Encoding/002 One hot encoding_en.srt

7.2 kB

~Get Your Files Here !/06 - Categorical Variable Encoding/003 Important Feature-engine version 1.0.0.html

1009 B

~Get Your Files Here !/06 - Categorical Variable Encoding/004 One-hot-encoding Demo.mp4

86 MB

~Get Your Files Here !/06 - Categorical Variable Encoding/004 One-hot-encoding Demo_en.srt

18 kB

~Get Your Files Here !/06 - Categorical Variable Encoding/005 One hot encoding of top categories.mp4

9.1 MB

~Get Your Files Here !/06 - Categorical Variable Encoding/005 One hot encoding of top categories_en.srt

3.6 kB

~Get Your Files Here !/06 - Categorical Variable Encoding/006 One hot encoding of top categories Demo.mp4

54 MB

~Get Your Files Here !/06 - Categorical Variable Encoding/006 One hot encoding of top categories Demo_en.srt

9.9 kB

~Get Your Files Here !/06 - Categorical Variable Encoding/007 Ordinal encoding Label encoding.mp4

4.9 MB

~Get Your Files Here !/06 - Categorical Variable Encoding/007 Ordinal encoding Label encoding_en.srt

2.1 kB

~Get Your Files Here !/06 - Categorical Variable Encoding/008 Ordinal encoding Demo.mp4

50 MB

~Get Your Files Here !/06 - Categorical Variable Encoding/008 Ordinal encoding Demo_en.srt

9.9 kB

~Get Your Files Here !/06 - Categorical Variable Encoding/009 Count or frequency encoding.mp4

6.9 MB

~Get Your Files Here !/06 - Categorical Variable Encoding/009 Count or frequency encoding_en.srt

3.8 kB

~Get Your Files Here !/06 - Categorical Variable Encoding/010 Count encoding Demo.mp4

17 MB

~Get Your Files Here !/06 - Categorical Variable Encoding/010 Count encoding Demo_en.srt

5.3 kB

~Get Your Files Here !/06 - Categorical Variable Encoding/011 Target guided ordinal encoding.mp4

7.0 MB

~Get Your Files Here !/06 - Categorical Variable Encoding/011 Target guided ordinal encoding_en.srt

3.4 kB

~Get Your Files Here !/06 - Categorical Variable Encoding/012 Target guided ordinal encoding Demo.mp4

66 MB

~Get Your Files Here !/06 - Categorical Variable Encoding/012 Target guided ordinal encoding Demo_en.srt

9.8 kB

~Get Your Files Here !/06 - Categorical Variable Encoding/013 Mean encoding.mp4

5.2 MB

~Get Your Files Here !/06 - Categorical Variable Encoding/013 Mean encoding_en.srt

2.9 kB

~Get Your Files Here !/06 - Categorical Variable Encoding/014 Mean encoding Demo.mp4

36 MB

~Get Your Files Here !/06 - Categorical Variable Encoding/014 Mean encoding Demo_en.srt

6.6 kB

~Get Your Files Here !/06 - Categorical Variable Encoding/015 Probability ratio encoding.mp4

23 MB

~Get Your Files Here !/06 - Categorical Variable Encoding/015 Probability ratio encoding_en.srt

7.2 kB

~Get Your Files Here !/06 - Categorical Variable Encoding/016 Weight of evidence (WoE).mp4

10 MB

~Get Your Files Here !/06 - Categorical Variable Encoding/016 Weight of evidence (WoE)_en.srt

6.4 kB

~Get Your Files Here !/06 - Categorical Variable Encoding/017 Weight of Evidence Demo.mp4

98 MB

~Get Your Files Here !/06 - Categorical Variable Encoding/017 Weight of Evidence Demo_en.srt

17 kB

~Get Your Files Here !/06 - Categorical Variable Encoding/018 Comparison of categorical variable encoding.mp4

76 MB

~Get Your Files Here !/06 - Categorical Variable Encoding/018 Comparison of categorical variable encoding_en.srt

13 kB

~Get Your Files Here !/06 - Categorical Variable Encoding/019 Rare label encoding.mp4

10 MB

~Get Your Files Here !/06 - Categorical Variable Encoding/019 Rare label encoding_en.srt

5.2 kB

~Get Your Files Here !/06 - Categorical Variable Encoding/020 Rare label encoding Demo.mp4

61 MB

~Get Your Files Here !/06 - Categorical Variable Encoding/020 Rare label encoding Demo_en.srt

12 kB

~Get Your Files Here !/06 - Categorical Variable Encoding/021 Binary encoding and feature hashing.mp4

14 MB

~Get Your Files Here !/06 - Categorical Variable Encoding/021 Binary encoding and feature hashing_en.srt

7.5 kB

~Get Your Files Here !/06 - Categorical Variable Encoding/022 Summary table of encoding techniques.html

312 B

~Get Your Files Here !/06 - Categorical Variable Encoding/023 Additional reading resources.html

2.4 kB

~Get Your Files Here !/07 - Variable Transformation/001 Variable Transformation Introduction.mp4

9.3 MB

~Get Your Files Here !/07 - Variable Transformation/001 Variable Transformation Introduction_en.srt

5.6 kB

~Get Your Files Here !/07 - Variable Transformation/002 Variable Transformation with Numpy and SciPy.mp4

42 MB

~Get Your Files Here !/07 - Variable Transformation/002 Variable Transformation with Numpy and SciPy_en.srt

8.7 kB

~Get Your Files Here !/07 - Variable Transformation/003 Variable Transformation with Scikit-learn.mp4

44 MB

~Get Your Files Here !/07 - Variable Transformation/003 Variable Transformation with Scikit-learn_en.srt

8.0 kB

~Get Your Files Here !/07 - Variable Transformation/004 Variable transformation with Feature-engine.mp4

22 MB

~Get Your Files Here !/07 - Variable Transformation/004 Variable transformation with Feature-engine_en.srt

4.4 kB

~Get Your Files Here !/08 - Discretisation/001 Discretisation Introduction.mp4

15 MB

~Get Your Files Here !/08 - Discretisation/001 Discretisation Introduction_en.srt

3.5 kB

~Get Your Files Here !/08 - Discretisation/002 Equal-width discretisation.mp4

9.1 MB

~Get Your Files Here !/08 - Discretisation/002 Equal-width discretisation_en.srt

4.5 kB

~Get Your Files Here !/08 - Discretisation/003 Important Feature-engine v 1.0.0.html

739 B

~Get Your Files Here !/08 - Discretisation/004 Equal-width discretisation Demo.mp4

68 MB

~Get Your Files Here !/08 - Discretisation/004 Equal-width discretisation Demo_en.srt

13 kB

~Get Your Files Here !/08 - Discretisation/005 Equal-frequency discretisation.mp4

9.4 MB

~Get Your Files Here !/08 - Discretisation/005 Equal-frequency discretisation_en.srt

4.9 kB

~Get Your Files Here !/08 - Discretisation/006 Equal-frequency discretisation Demo.mp4

41 MB

~Get Your Files Here !/08 - Discretisation/006 Equal-frequency discretisation Demo_en.srt

8.0 kB

~Get Your Files Here !/08 - Discretisation/007 K-means discretisation.mp4

8.4 MB

~Get Your Files Here !/08 - Discretisation/007 K-means discretisation_en.srt

4.7 kB

~Get Your Files Here !/08 - Discretisation/008 K-means discretisation Demo.mp4

16 MB

~Get Your Files Here !/08 - Discretisation/008 K-means discretisation Demo_en.srt

3.2 kB

~Get Your Files Here !/08 - Discretisation/009 Discretisation plus categorical encoding.mp4

5.9 MB

~Get Your Files Here !/08 - Discretisation/009 Discretisation plus categorical encoding_en.srt

3.0 kB

~Get Your Files Here !/08 - Discretisation/010 Discretisation plus encoding Demo.mp4

34 MB

~Get Your Files Here !/08 - Discretisation/010 Discretisation plus encoding Demo_en.srt

6.5 kB

~Get Your Files Here !/08 - Discretisation/011 Discretisation with classification trees.mp4

20 MB

~Get Your Files Here !/08 - Discretisation/011 Discretisation with classification trees_en.srt

5.8 kB

~Get Your Files Here !/08 - Discretisation/012 Discretisation with decision trees using Scikit-learn.mp4

76 MB

~Get Your Files Here !/08 - Discretisation/012 Discretisation with decision trees using Scikit-learn_en.srt

14 kB

~Get Your Files Here !/08 - Discretisation/013 Discretisation with decision trees using Feature-engine.mp4

25 MB

~Get Your Files Here !/08 - Discretisation/013 Discretisation with decision trees using Feature-engine_en.srt

4.4 kB

~Get Your Files Here !/08 - Discretisation/014 Domain knowledge discretisation.mp4

19 MB

~Get Your Files Here !/08 - Discretisation/014 Domain knowledge discretisation_en.srt

4.2 kB

~Get Your Files Here !/08 - Discretisation/015 Additional reading resources.html

1.4 kB

~Get Your Files Here !/09 - Outlier Handling/001 Outlier Engineering Intro.mp4

32 MB

~Get Your Files Here !/09 - Outlier Handling/001 Outlier Engineering Intro_en.srt

8.0 kB

~Get Your Files Here !/09 - Outlier Handling/002 Outlier trimming.mp4

38 MB

~Get Your Files Here !/09 - Outlier Handling/002 Outlier trimming_en.srt

8.5 kB

~Get Your Files Here !/09 - Outlier Handling/003 Outlier capping with IQR.mp4

41 MB

~Get Your Files Here !/09 - Outlier Handling/003 Outlier capping with IQR_en.srt

7.2 kB

~Get Your Files Here !/09 - Outlier Handling/004 Outlier capping with mean and std.mp4

30 MB

~Get Your Files Here !/09 - Outlier Handling/004 Outlier capping with mean and std_en.srt

5.2 kB

~Get Your Files Here !/09 - Outlier Handling/005 Outlier capping with quantiles.mp4

10 MB

~Get Your Files Here !/09 - Outlier Handling/005 Outlier capping with quantiles_en.srt

3.8 kB

~Get Your Files Here !/09 - Outlier Handling/006 Arbitrary capping.mp4

15 MB

~Get Your Files Here !/09 - Outlier Handling/006 Arbitrary capping_en.srt

4.0 kB

~Get Your Files Here !/09 - Outlier Handling/007 Important Feature-engine v1.0.0.html

262 B

~Get Your Files Here !/09 - Outlier Handling/008 Additional reading resources.html

526 B

~Get Your Files Here !/10 - Feature Scaling/001 Feature scaling Introduction.mp4

9.1 MB

~Get Your Files Here !/10 - Feature Scaling/001 Feature scaling Introduction_en.srt

4.7 kB

~Get Your Files Here !/10 - Feature Scaling/002 Standardisation.mp4

12 MB

~Get Your Files Here !/10 - Feature Scaling/002 Standardisation_en.srt

6.7 kB

~Get Your Files Here !/10 - Feature Scaling/003 Standardisation Demo.mp4

40 MB

~Get Your Files Here !/10 - Feature Scaling/003 Standardisation Demo_en.srt

5.7 kB

~Get Your Files Here !/10 - Feature Scaling/004 Mean normalisation.mp4

8.7 MB

~Get Your Files Here !/10 - Feature Scaling/004 Mean normalisation_en.srt

5.0 kB

~Get Your Files Here !/10 - Feature Scaling/005 Mean normalisation Demo.mp4

43 MB

~Get Your Files Here !/10 - Feature Scaling/005 Mean normalisation Demo_en.srt

6.5 kB

~Get Your Files Here !/10 - Feature Scaling/006 Scaling to minimum and maximum values.mp4

7.5 MB

~Get Your Files Here !/10 - Feature Scaling/006 Scaling to minimum and maximum values_en.srt

3.9 kB

~Get Your Files Here !/10 - Feature Scaling/007 MinMaxScaling Demo.mp4

25 MB

~Get Your Files Here !/10 - Feature Scaling/007 MinMaxScaling Demo_en.srt

3.5 kB

~Get Your Files Here !/10 - Feature Scaling/008 Maximum absolute scaling.mp4

6.5 MB

~Get Your Files Here !/10 - Feature Scaling/008 Maximum absolute scaling_en.srt

3.4 kB

~Get Your Files Here !/10 - Feature Scaling/009 MaxAbsScaling Demo.mp4

27 MB

~Get Your Files Here !/10 - Feature Scaling/009 MaxAbsScaling Demo_en.srt

4.6 kB

~Get Your Files Here !/10 - Feature Scaling/010 Scaling to median and quantiles.mp4

6.8 MB

~Get Your Files Here !/10 - Feature Scaling/010 Scaling to median and quantiles_en.srt

3.2 kB

~Get Your Files Here !/10 - Feature Scaling/011 Robust Scaling Demo.mp4

16 MB

~Get Your Files Here !/10 - Feature Scaling/011 Robust Scaling Demo_en.srt

2.4 kB

~Get Your Files Here !/10 - Feature Scaling/012 Scaling to vector unit length.mp4

13 MB

~Get Your Files Here !/10 - Feature Scaling/012 Scaling to vector unit length_en.srt

6.8 kB

~Get Your Files Here !/10 - Feature Scaling/013 Scaling to vector unit length Demo.mp4

45 MB

~Get Your Files Here !/10 - Feature Scaling/013 Scaling to vector unit length Demo_en.srt

6.2 kB

~Get Your Files Here !/10 - Feature Scaling/014 Additional reading resources.html

1.3 kB

~Get Your Files Here !/11 - Engineering mixed variables/001 Engineering mixed variables.mp4

12 MB

~Get Your Files Here !/11 - Engineering mixed variables/001 Engineering mixed variables_en.srt

4.0 kB

~Get Your Files Here !/11 - Engineering mixed variables/002 Engineering mixed variables Demo.mp4

40 MB

~Get Your Files Here !/11 - Engineering mixed variables/002 Engineering mixed variables Demo_en.srt

7.7 kB

~Get Your Files Here !/12 - Engineering datetime variables/001 Engineering datetime variables.mp4

13 MB

~Get Your Files Here !/12 - Engineering datetime variables/001 Engineering datetime variables_en.srt

5.6 kB

~Get Your Files Here !/12 - Engineering datetime variables/002 Engineering dates Demo.mp4

40 MB

~Get Your Files Here !/12 - Engineering datetime variables/002 Engineering dates Demo_en.srt

9.5 kB

~Get Your Files Here !/12 - Engineering datetime variables/003 Engineering time variables and different timezones.mp4

24 MB

~Get Your Files Here !/12 - Engineering datetime variables/003 Engineering time variables and different timezones_en.srt

5.7 kB

~Get Your Files Here !/13 - Assembling a feature engineering pipeline/001 Putting it all together.mp4

33 MB

~Get Your Files Here !/13 - Assembling a feature engineering pipeline/001 Putting it all together_en.srt

8.9 kB

~Get Your Files Here !/13 - Assembling a feature engineering pipeline/002 Feature Engineering Pipeline.mp4

22 MB

~Get Your Files Here !/13 - Assembling a feature engineering pipeline/002 Feature Engineering Pipeline_en.srt

11 kB

~Get Your Files Here !/13 - Assembling a feature engineering pipeline/003 Classification pipeline.mp4

77 MB

~Get Your Files Here !/13 - Assembling a feature engineering pipeline/003 Classification pipeline_en.srt

17 kB

~Get Your Files Here !/13 - Assembling a feature engineering pipeline/004 Regression pipeline.mp4

101 MB

~Get Your Files Here !/13 - Assembling a feature engineering pipeline/004 Regression pipeline_en.srt

18 kB

~Get Your Files Here !/13 - Assembling a feature engineering pipeline/005 Feature engineering pipeline with cross-validation.mp4

54 MB

~Get Your Files Here !/13 - Assembling a feature engineering pipeline/005 Feature engineering pipeline with cross-validation_en.srt

8.7 kB

~Get Your Files Here !/13 - Assembling a feature engineering pipeline/006 More examples.html

308 B

~Get Your Files Here !/14 - Final section Next steps/001 Survey.html

947 B

~Get Your Files Here !/14 - Final section Next steps/002 Congratulations.html

593 B

~Get Your Files Here !/14 - Final section Next steps/003 Bonus lecture.html

625 B

~Get Your Files Here !/Bonus Resources.txt

386 B