Data Cleansing Master Class in Python

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/007 Machine Learning is Mostly Data Preparation.mp4

40.89 MB

TutsNode.com.txt

63 B

[TutsNode.com] - Data Cleansing Master Class in Python/01 Introduction/001 Course Introduction.en.srt

2.82 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/085 Power Transforms.zip

50.36 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/030 housing.csv

47.93 KB

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/006 Raw Data.en.srt

8.16 KB

[TutsNode.com] - Data Cleansing Master Class in Python/01 Introduction/003 Is this Course Right for You_.en.srt

1.74 KB

[TutsNode.com] - Data Cleansing Master Class in Python/06 Advanced Transforms/094 abalone.csv

187.38 KB

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/001 Introducing Data Preparation.en.srt

2.8 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/066 Feature Importance Scores.zip

26.95 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/072 Data Rescaling .zip

25.02 KB

[TutsNode.com] - Data Cleansing Master Class in Python/07 Dimensionality Reduction/100 Dimensionality Reduction.zip

18.51 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/054 Select Features for Numerical Output.zip

17.82 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/050 Choosing Numerical Input Features.zip

15.6 KB

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/004 Choosing a Data Preparation Technique.en.srt

2.69 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/089 Polynomial Feature Transform.zip

14.18 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/023 Sparse Column Identification and Removal.zip

10.15 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/045 Categorical Feature Selection.zip

8.78 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/041 IterativeImputer and Different Number of Iterations.zip

8.28 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/038 KNNImputer and Model Evaluation Different K-Values.zip

7.97 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/036 Comparing Different Imputed Statistics.zip

7.35 KB

[TGx]Downloaded from torrentgalaxy.to .txt

585 B

[TutsNode.com] - Data Cleansing Master Class in Python/07 Dimensionality Reduction/005 Principal Component Analysis.en.srt

7.2 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/010 Mark Missing Values.en.srt

6.84 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/009 Feature Selection with ANOVA on Numerical Input.en.srt

6.43 KB

[TutsNode.com] - Data Cleansing Master Class in Python/06 Advanced Transforms/092 Advanced Transforms.zip

6.12 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/005 Robust Scaling Data.en.srt

5.58 KB

[TutsNode.com] - Data Cleansing Master Class in Python/06 Advanced Transforms/005 Automatically Transform Target Variable.en.srt

5.44 KB

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/011 Common Data Preparation Tasks - Feature Engineering.en.srt

2.16 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/007 Remove Outliers - The Standard Deviation Approach.en.srt

5.41 KB

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/012 Common Data Preparation Tasks - Dimensionality Reduction.en.srt

2.94 KB

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/002 The Machine Learning Process.en.srt

5.4 KB

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/013 Data Leakage.en.srt

1.14 KB

[TutsNode.com] - Data Cleansing Master Class in Python/07 Dimensionality Reduction/004 Linear Discriminant Analysis Demonstrated.en.srt

5.3 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/019 Polynomial Features.en.srt

5.21 KB

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/014 Problem With Naïve Data Preparation.en.srt

5.24 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/020 Polynomial Transform on Sonar Dataset.en.srt

5.21 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/009 Automatic Outlier Detection.en.srt

5.18 KB

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/016 Case Study_ Data Leakage_ Train_Test_Split Correct Approach.en.srt

2.35 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/016 K-Nearest Neighbors Imputation.en.srt

5.07 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/013 OrdinalEncoder Transform on Breast Cancer Dataset.en.srt

5.01 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/013 Mean Value Imputation.en.srt

4.95 KB

[TutsNode.com] - Data Cleansing Master Class in Python/07 Dimensionality Reduction/002 Techniques for Dimensionality Reduction.en.srt

4.91 KB

[TutsNode.com] - Data Cleansing Master Class in Python/06 Advanced Transforms/006 Challenge of Preparing New Data for a Model.en.srt

4.85 KB

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/018 Data Cleansing Master Class - Data Preparation With Training and Testing Sets.zip

1.47 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/001 Data Cleansing Overview.en.srt

2.15 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/018 Tuning Number of Selected Features.en.srt

4.84 KB

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/005 What is Data in Machine Learning_.en.srt

4.74 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/020 RFE for Classification.en.srt

4.6 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/026 Feature Importance Scores_ Logistic Regression and CART.en.srt

4.43 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/029 Feature Selection with Importance.en.srt

4.38 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/002 Feature Selection Defined.en.srt

4.38 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/008 Nominal and Ordinal Variables.en.srt

4.36 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/025 Feature Importance Scores_ Linear Regression.en.srt

4.34 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/003 Identify Columns with Few Values.en.srt

4.23 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/006 Defining Outliers.en.srt

2.68 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/034 Statistical Imputation With SimpleImputer.zip

1.72 KB

.pad/0

68 B

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/001 Introducing Data Preparation.mp4

36.45 MB

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/017 Case Study_ Data Leakage_ K-Fold Naïve Approach.en.srt

4.16 KB

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/007 Machine Learning is Mostly Data Preparation.en.srt

4.11 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/018 Iterative Imputation.en.srt

4.1 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/008 Modeling with Selected Categorical Features.en.srt

4 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/024 Feature Importance Scores Defined.en.srt

3.93 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/005 Identify and Remove Rows That Contain Duplicate Data.en.srt

3.92 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/011 Remove Rows with Missing Values.en.srt

2.42 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/012 Tuning Number of Selected Features.en.srt

3.9 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/012 Statistical Imputation.en.srt

1.97 KB

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/015 Case Study_ Data Leakage_ Train_Test_Split Naïve Approach.en.srt

3.9 KB

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/010 Common Data Preparation Tasks - Data Transforms.en.srt

3.89 KB

[TutsNode.com] - Data Cleansing Master Class in Python/06 Advanced Transforms/007 Save Model and Data Scaler.en.srt

3.84 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/014 Simple Imputer with Model Evaluation.en.srt

1.82 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/004 Remove Columns with Low Variance.en.srt

3.84 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/015 Compare Different Statistical Imputation Strategies.en.srt

2.52 KB

.pad/1

556 B

[TutsNode.com] - Data Cleansing Master Class in Python/06 Advanced Transforms/006 Challenge of Preparing New Data for a Model.mp4

34.07 MB

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/003 Data Preparation Defined.en.srt

3.82 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/008 Remove Outliers - The IQR Approach.en.srt

3.77 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/019 Recursive Feature Elimination.en.srt

3.76 KB

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/008 Common Data Preparation Tasks - Data Cleansing.en.srt

3.72 KB

[TutsNode.com] - Data Cleansing Master Class in Python/06 Advanced Transforms/003 The ColumnTransformer on Abalone Dataset.en.srt

3.7 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/019 IterativeImputer and Model Evaluation.en.srt

1.45 KB

[TutsNode.com] - Data Cleansing Master Class in Python/01 Introduction/002 Course Structure.en.srt

3.57 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/020 IterativeImputer and Different Imputation Order.en.srt

2.18 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/015 Power Transform on Contrived Dataset.en.srt

3.56 KB

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/009 Common Data Preparation Tasks - Feature Selection.en.srt

3.53 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/026 Identify and Remove Duplicate Rows.zip

824 B

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/028 Outlier Removal - Standard Deviation Approach.zip

951 B

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/029 Outlier Removal - IQR Approach.zip

920 B

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/030 Automatic Outlier Detection.zip

1.2 KB

[TutsNode.com] - Data Cleansing Master Class in Python/06 Advanced Transforms/004 Manually Transform Target Variable.en.srt

3.44 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/031 Mark Missing Values.zip

2.58 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/032 Remove Missing Values.zip

1.59 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/022 RFE Hyperparameters.en.srt

3.44 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/035 SimpleImputer and Model Evaluation.zip

1.02 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/017 KNNImputer and Model Evaluation.en.srt

3.42 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/037 Statistical Imputation With KNN.zip

1.69 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/013 Select Features for Numerical Output.en.srt

3.38 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/039 IterativeImputer Data Transform.zip

997 B

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/040 IterativeImputer and Model Evaluation.zip

1.05 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/004 Loading a Categorical Dataset.en.srt

3.37 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/001 Feature Selection Introduction.en.srt

2.39 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/009 Ordinal Encoding.en.srt

3.3 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/014 Linear Correlation with Correlation Statistics.en.srt

3.29 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/002 Identify Columns That Contain a Single Value.en.srt

3.21 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/003 Statistics for Feature Selection.en.srt

2.97 KB

[TutsNode.com] - Data Cleansing Master Class in Python/06 Advanced Transforms/001 Transforming Different Data Types.en.srt

3.15 KB

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/018 Case Study_ Data Leakage_ K-Fold Correct Approach.en.srt

3.14 KB

[TutsNode.com] - Data Cleansing Master Class in Python/06 Advanced Transforms/002 The ColumnTransformer.en.srt

3.13 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/028 Permutation Feature Importance.en.srt

3.09 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/005 Encode the Dataset for Modeling.en.srt

3.12 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/006 Chi-Squared.en.srt

2.98 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/012 Dummy Variable Encoding.en.srt

3.09 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/007 Mutual Information.en.srt

2.18 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/015 Linear Correlation with Mutual Information.en.srt

3.07 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/017 Box-Cox on Sonar Dataset.en.srt

3.06 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/016 Baseline and Model Built Using Correlation.en.srt

3.06 KB

[TutsNode.com] - Data Cleansing Master Class in Python/07 Dimensionality Reduction/003 Linear Discriminant Analysis.en.srt

3 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/023 Feature Ranking for RFE.en.srt

2.98 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/010 Feature Selection with Mutual Information.en.srt

2.7 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/014 Make Distributions More Gaussian.en.srt

2.92 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/011 Modeling with Selected Numerical Features.en.srt

2.63 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/011 One-Hot Encoding.en.srt

2.87 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/016 Power Transform on Sonar Dataset.en.srt

2.86 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/001 Scale Numerical Data.en.srt

2.72 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/021 Effect of Polynomial Degrees.en.srt

2.71 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/018 Yeo-Johnson on Sonar Dataset.en.srt

2.67 KB

[TutsNode.com] - Data Cleansing Master Class in Python/07 Dimensionality Reduction/001 Curse of Dimensionality.en.srt

2.66 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/004 StandardScaler Transform.en.srt

2.58 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/021 RFE for Regression.en.srt

2.58 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/002 Diabetes Dataset for Scaling.en.srt

2.46 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/003 MinMaxScaler Transform.en.srt

2.33 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/006 Robust Scaler Applied to Dataset.en.srt

2.16 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/017 Model Built Using Mutual Information Features.en.srt

1.01 KB

[TutsNode.com] - Data Cleansing Master Class in Python/06 Advanced Transforms/008 Load and Apply Saved Scalers.en.srt

2 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/027 Feature Importance Scores_ Random Forests.en.srt

1.95 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/007 Explore Robust Scaler Range.en.srt

1.61 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/010 One-Hot Encoding Defined.en.srt

1.33 KB

.pad/2

281.87 KB

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/003 Data Preparation Defined.mp4

30.23 MB

.pad/3

280.83 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/019 Recursive Feature Elimination.mp4

27.94 MB

.pad/4

59.71 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/024 Feature Importance Scores Defined.mp4

26.19 MB

.pad/5

313.43 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/008 Nominal and Ordinal Variables.mp4

25.96 MB

.pad/6

42.12 KB

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/004 Choosing a Data Preparation Technique.mp4

25.89 MB

.pad/7

109.05 KB

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/014 Problem With Naïve Data Preparation.mp4

24.85 MB

.pad/8

153.57 KB

[TutsNode.com] - Data Cleansing Master Class in Python/01 Introduction/002 Course Structure.mp4

23.85 MB

.pad/9

152.92 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/010 Mark Missing Values.mp4

22.68 MB

.pad/10

326.5 KB

[TutsNode.com] - Data Cleansing Master Class in Python/07 Dimensionality Reduction/005 Principal Component Analysis.mp4

22.64 MB

.pad/11

367.22 KB

[TutsNode.com] - Data Cleansing Master Class in Python/01 Introduction/001 Course Introduction.mp4

22.61 MB

.pad/12

402.71 KB

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/008 Common Data Preparation Tasks - Data Cleansing.mp4

21.71 MB

.pad/13

292.14 KB

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/011 Common Data Preparation Tasks - Feature Engineering.mp4

21.57 MB

.pad/14

442.24 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/019 Polynomial Features.mp4

20.67 MB

.pad/15

333.19 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/020 Polynomial Transform on Sonar Dataset.mp4

20.63 MB

.pad/16

380.35 KB

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/006 Raw Data.mp4

20.51 MB

.pad/17

501.27 KB

[TutsNode.com] - Data Cleansing Master Class in Python/06 Advanced Transforms/005 Automatically Transform Target Variable.mp4

20.45 MB

.pad/18

55.92 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/018 Tuning Number of Selected Features.mp4

20.33 MB

.pad/19

170 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/001 Data Cleansing Overview.mp4

20.01 MB

.pad/20

498.14 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/001 Feature Selection Introduction.mp4

19.54 MB

.pad/21

474.19 KB

[TutsNode.com] - Data Cleansing Master Class in Python/07 Dimensionality Reduction/004 Linear Discriminant Analysis Demonstrated.mp4

18.64 MB

.pad/22

373.28 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/009 Automatic Outlier Detection.mp4

18.6 MB

.pad/23

404.84 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/007 Remove Outliers - The Standard Deviation Approach.mp4

18.55 MB

.pad/24

462.45 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/020 RFE for Classification.mp4

18.49 MB

.pad/25

5.36 KB

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/005 What is Data in Machine Learning_.mp4

17.88 MB

.pad/26

125.49 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/009 Feature Selection with ANOVA on Numerical Input.mp4

17.22 MB

.pad/27

282.09 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/013 OrdinalEncoder Transform on Breast Cancer Dataset.mp4

17.13 MB

.pad/28

377.82 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/016 K-Nearest Neighbors Imputation.mp4

16.87 MB

.pad/29

136.45 KB

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/015 Case Study_ Data Leakage_ Train_Test_Split Naïve Approach.mp4

16.53 MB

.pad/30

478.65 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/005 Robust Scaling Data.mp4

16.53 MB

.pad/31

484.81 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/013 Mean Value Imputation.mp4

15.9 MB

.pad/32

104.88 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/005 Identify and Remove Rows That Contain Duplicate Data.mp4

15.63 MB

.pad/33

375.81 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/029 Feature Selection with Importance.mp4

15.48 MB

.pad/34

24.76 KB

[TutsNode.com] - Data Cleansing Master Class in Python/06 Advanced Transforms/007 Save Model and Data Scaler.mp4

15.23 MB

.pad/35

278.76 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/008 Remove Outliers - The IQR Approach.mp4

14.9 MB

.pad/36

97.42 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/012 Tuning Number of Selected Features.mp4

14.38 MB

.pad/37

120.42 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/006 Defining Outliers.mp4

14.36 MB

.pad/38

140.53 KB

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/017 Case Study_ Data Leakage_ K-Fold Naïve Approach.mp4

14.32 MB

.pad/39

179.21 KB

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/002 The Machine Learning Process.mp4

14.27 MB

.pad/40

233.34 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/026 Feature Importance Scores_ Logistic Regression and CART.mp4

14.19 MB

.pad/41

319.63 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/008 Modeling with Selected Categorical Features.mp4

14.1 MB

.pad/42

412.09 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/018 Iterative Imputation.mp4

13.82 MB

.pad/43

186.61 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/025 Feature Importance Scores_ Linear Regression.mp4

13.29 MB

.pad/44

211.47 KB

[TutsNode.com] - Data Cleansing Master Class in Python/06 Advanced Transforms/004 Manually Transform Target Variable.mp4

13.23 MB

.pad/45

280.39 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/016 Baseline and Model Built Using Correlation.mp4

13.13 MB

.pad/46

382.6 KB

[TutsNode.com] - Data Cleansing Master Class in Python/06 Advanced Transforms/003 The ColumnTransformer on Abalone Dataset.mp4

13.06 MB

.pad/47

449.02 KB

[TutsNode.com] - Data Cleansing Master Class in Python/07 Dimensionality Reduction/002 Techniques for Dimensionality Reduction.mp4

12.96 MB

.pad/48

41.44 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/017 KNNImputer and Model Evaluation.mp4

12.87 MB

.pad/49

136.97 KB

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/018 Case Study_ Data Leakage_ K-Fold Correct Approach.mp4

12.76 MB

.pad/50

245.75 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/022 RFE Hyperparameters.mp4

12.05 MB

.pad/51

459.1 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/003 Identify Columns with Few Values.mp4

12.01 MB

.pad/52

505.9 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/017 Box-Cox on Sonar Dataset.mp4

11.71 MB

.pad/53

295.42 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/004 Remove Columns with Low Variance.mp4

11.15 MB

.pad/54

353.54 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/023 Feature Ranking for RFE.mp4

10.93 MB

.pad/55

68.44 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/016 Power Transform on Sonar Dataset.mp4

10.91 MB

.pad/56

89.68 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/015 Linear Correlation with Mutual Information.mp4

10.83 MB

.pad/57

172.67 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/028 Permutation Feature Importance.mp4

10.78 MB

.pad/58

225.58 KB

[TutsNode.com] - Data Cleansing Master Class in Python/06 Advanced Transforms/002 The ColumnTransformer.mp4

10.49 MB

.pad/59

5.73 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/004 StandardScaler Transform.mp4

10.49 MB

.pad/60

7.33 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/004 Loading a Categorical Dataset.mp4

10.32 MB

.pad/61

187.23 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/011 Remove Rows with Missing Values.mp4

10 MB

.pad/62

4.21 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/014 Linear Correlation with Correlation Statistics.mp4

9.91 MB

.pad/63

91.57 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/011 Modeling with Selected Numerical Features.mp4

9.67 MB

.pad/64

336.28 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/018 Yeo-Johnson on Sonar Dataset.mp4

9.62 MB

.pad/65

389.93 KB

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/016 Case Study_ Data Leakage_ Train_Test_Split Correct Approach.mp4

9.53 MB

.pad/66

486.27 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/003 Statistics for Feature Selection.mp4

9.51 MB

.pad/67

499.05 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/005 Encode the Dataset for Modeling.mp4

9.43 MB

.pad/68

69.31 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/021 RFE for Regression.mp4

9.4 MB

.pad/69

101.2 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/015 Compare Different Statistical Imputation Strategies.mp4

9.28 MB

.pad/70

229.68 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/003 MinMaxScaler Transform.mp4

8.94 MB

.pad/71

59.8 KB

[TutsNode.com] - Data Cleansing Master Class in Python/06 Advanced Transforms/001 Transforming Different Data Types.mp4

8.89 MB

.pad/72

111.3 KB

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/013 Data Leakage.mp4

8.82 MB

.pad/73

186.73 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/013 Select Features for Numerical Output.mp4

8.74 MB

.pad/74

262.25 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/002 Diabetes Dataset for Scaling.mp4

8.68 MB

.pad/75

322.91 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/015 Power Transform on Contrived Dataset.mp4

8.55 MB

.pad/76

464.6 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/006 Robust Scaler Applied to Dataset.mp4

8.42 MB

.pad/77

77.22 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/020 IterativeImputer and Different Imputation Order.mp4

8.41 MB

.pad/78

93.38 KB

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/009 Common Data Preparation Tasks - Feature Selection.mp4

7.91 MB

.pad/79

89.82 KB

[TutsNode.com] - Data Cleansing Master Class in Python/07 Dimensionality Reduction/003 Linear Discriminant Analysis.mp4

7.64 MB

.pad/80

371.15 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/014 Simple Imputer with Model Evaluation.mp4

7.56 MB

.pad/81

450.2 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/002 Identify Columns That Contain a Single Value.mp4

7.49 MB

.pad/82

13.22 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/021 Effect of Polynomial Degrees.mp4

7.48 MB

.pad/83

20.31 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/010 Feature Selection with Mutual Information.mp4

7.25 MB

.pad/84

254.56 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/009 Ordinal Encoding.mp4

7.04 MB

.pad/85

470.17 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/006 Chi-Squared.mp4

7.02 MB

.pad/86

493.8 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/012 Dummy Variable Encoding.mp4

6.96 MB

.pad/87

38.9 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/007 Mutual Information.mp4

6.92 MB

.pad/88

84.09 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/011 One-Hot Encoding.mp4

6.84 MB

.pad/89

160.75 KB

[TutsNode.com] - Data Cleansing Master Class in Python/06 Advanced Transforms/008 Load and Apply Saved Scalers.mp4

6.6 MB

.pad/90

408.67 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/027 Feature Importance Scores_ Random Forests.mp4

6.59 MB

.pad/91

418.13 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/019 IterativeImputer and Model Evaluation.mp4

6.52 MB

.pad/92

491.9 KB

[TutsNode.com] - Data Cleansing Master Class in Python/07 Dimensionality Reduction/001 Curse of Dimensionality.mp4

6.18 MB

.pad/93

332.63 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/007 Explore Robust Scaler Range.mp4

5.62 MB

.pad/94

392.58 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/002 Feature Selection Defined.mp4

5.21 MB

.pad/95

295.66 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/001 Scale Numerical Data.mp4

5.07 MB

.pad/96

435.5 KB

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/010 Common Data Preparation Tasks - Data Transforms.mp4

4.69 MB

.pad/97

316.74 KB

[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/012 Common Data Preparation Tasks - Dimensionality Reduction.mp4

4.07 MB

.pad/98

445.41 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/014 Make Distributions More Gaussian.mp4

3.96 MB

.pad/99

37.93 KB

[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/017 Model Built Using Mutual Information Features.mp4

3.92 MB

.pad/100

82.77 KB

[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/012 Statistical Imputation.mp4

2.59 MB

.pad/101

420.54 KB

[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/010 One-Hot Encoding Defined.mp4

1.7 MB

.pad/102

309.33 KB

[TutsNode.com] - Data Cleansing Master Class in Python/01 Introduction/003 Is this Course Right for You_.mp4

1.59 MB

资源详情

免责声明