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[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/001 Introducing Data Preparation.mp4 36MB
[TutsNode.com] - Data Cleansing Master Class in Python/06 Advanced Transforms/006 Challenge of Preparing New Data for a Model.mp4 34MB
[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/003 Data Preparation Defined.mp4 30MB
[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/019 Recursive Feature Elimination.mp4 28MB
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[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/008 Nominal and Ordinal Variables.mp4 26MB
[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/004 Choosing a Data Preparation Technique.mp4 26MB
[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/014 Problem With Naïve Data Preparation.mp4 25MB
[TutsNode.com] - Data Cleansing Master Class in Python/01 Introduction/002 Course Structure.mp4 24MB
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[TutsNode.com] - Data Cleansing Master Class in Python/07 Dimensionality Reduction/005 Principal Component Analysis.mp4 23MB
[TutsNode.com] - Data Cleansing Master Class in Python/01 Introduction/001 Course Introduction.mp4 23MB
[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/008 Common Data Preparation Tasks - Data Cleansing.mp4 22MB
[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/011 Common Data Preparation Tasks - Feature Engineering.mp4 22MB
[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/019 Polynomial Features.mp4 21MB
[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/020 Polynomial Transform on Sonar Dataset.mp4 21MB
[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/006 Raw Data.mp4 21MB
[TutsNode.com] - Data Cleansing Master Class in Python/06 Advanced Transforms/005 Automatically Transform Target Variable.mp4 20MB
[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/018 Tuning Number of Selected Features.mp4 20MB
[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/001 Data Cleansing Overview.mp4 20MB
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[TutsNode.com] - Data Cleansing Master Class in Python/07 Dimensionality Reduction/004 Linear Discriminant Analysis Demonstrated.mp4 19MB
[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/009 Automatic Outlier Detection.mp4 19MB
[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/007 Remove Outliers - The Standard Deviation Approach.mp4 19MB
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[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/005 What is Data in Machine Learning_.mp4 18MB
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[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/013 OrdinalEncoder Transform on Breast Cancer Dataset.mp4 17MB
[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/016 K-Nearest Neighbors Imputation.mp4 17MB
[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/015 Case Study_ Data Leakage_ Train_Test_Split Naïve Approach.mp4 17MB
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[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/005 Identify and Remove Rows That Contain Duplicate Data.mp4 16MB
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[TutsNode.com] - Data Cleansing Master Class in Python/06 Advanced Transforms/007 Save Model and Data Scaler.mp4 15MB
[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/008 Remove Outliers - The IQR Approach.mp4 15MB
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[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/006 Defining Outliers.mp4 14MB
[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/017 Case Study_ Data Leakage_ K-Fold Naïve Approach.mp4 14MB
[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/002 The Machine Learning Process.mp4 14MB
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[TutsNode.com] - Data Cleansing Master Class in Python/06 Advanced Transforms/004 Manually Transform Target Variable.mp4 13MB
[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/016 Baseline and Model Built Using Correlation.mp4 13MB
[TutsNode.com] - Data Cleansing Master Class in Python/06 Advanced Transforms/003 The ColumnTransformer on Abalone Dataset.mp4 13MB
[TutsNode.com] - Data Cleansing Master Class in Python/07 Dimensionality Reduction/002 Techniques for Dimensionality Reduction.mp4 13MB
[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/017 KNNImputer and Model Evaluation.mp4 13MB
[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/018 Case Study_ Data Leakage_ K-Fold Correct Approach.mp4 13MB
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[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/017 Box-Cox on Sonar Dataset.mp4 12MB
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[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/028 Permutation Feature Importance.mp4 11MB
[TutsNode.com] - Data Cleansing Master Class in Python/06 Advanced Transforms/002 The ColumnTransformer.mp4 10MB
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[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/014 Linear Correlation with Correlation Statistics.mp4 10MB
[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/011 Modeling with Selected Numerical Features.mp4 10MB
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[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/013 Select Features for Numerical Output.mp4 9MB
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[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/015 Power Transform on Contrived Dataset.mp4 9MB
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[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/020 IterativeImputer and Different Imputation Order.mp4 8MB
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[TutsNode.com] - Data Cleansing Master Class in Python/07 Dimensionality Reduction/003 Linear Discriminant Analysis.mp4 8MB
[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/014 Simple Imputer with Model Evaluation.mp4 8MB
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[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/021 Effect of Polynomial Degrees.mp4 7MB
[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/010 Feature Selection with Mutual Information.mp4 7MB
[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/009 Ordinal Encoding.mp4 7MB
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[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/019 IterativeImputer and Model Evaluation.mp4 7MB
[TutsNode.com] - Data Cleansing Master Class in Python/07 Dimensionality Reduction/001 Curse of Dimensionality.mp4 6MB
[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/007 Explore Robust Scaler Range.mp4 6MB
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[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/010 Common Data Preparation Tasks - Data Transforms.mp4 5MB
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[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/014 Make Distributions More Gaussian.mp4 4MB
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[TutsNode.com] - Data Cleansing Master Class in Python/01 Introduction/003 Is this Course Right for You_.mp4 2MB
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[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/028 Permutation Feature Importance.en.srt 3KB
[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/012 Dummy Variable Encoding.en.srt 3KB
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[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/023 Feature Ranking for RFE.en.srt 3KB
[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/003 Statistics for Feature Selection.en.srt 3KB
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[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/021 Effect of Polynomial Degrees.en.srt 3KB
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[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/018 Yeo-Johnson on Sonar Dataset.en.srt 3KB
[TutsNode.com] - Data Cleansing Master Class in Python/07 Dimensionality Reduction/001 Curse of Dimensionality.en.srt 3KB
[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/011 Modeling with Selected Numerical Features.en.srt 3KB
[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/004 StandardScaler Transform.en.srt 3KB
[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/031 Mark Missing Values.zip 3KB
[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/021 RFE for Regression.en.srt 3KB
[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/015 Compare Different Statistical Imputation Strategies.en.srt 3KB
[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/002 Diabetes Dataset for Scaling.en.srt 2KB
[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/011 Remove Rows with Missing Values.en.srt 2KB
[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/001 Feature Selection Introduction.en.srt 2KB
[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/016 Case Study_ Data Leakage_ Train_Test_Split Correct Approach.en.srt 2KB
[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/003 MinMaxScaler Transform.en.srt 2KB
[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/007 Mutual Information.en.srt 2KB
[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/020 IterativeImputer and Different Imputation Order.en.srt 2KB
[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/011 Common Data Preparation Tasks - Feature Engineering.en.srt 2KB
[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/006 Robust Scaler Applied to Dataset.en.srt 2KB
[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/001 Data Cleansing Overview.en.srt 2KB
[TutsNode.com] - Data Cleansing Master Class in Python/06 Advanced Transforms/008 Load and Apply Saved Scalers.en.srt 2KB
[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/012 Statistical Imputation.en.srt 2KB
[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/027 Feature Importance Scores_ Random Forests.en.srt 2KB
[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/014 Simple Imputer with Model Evaluation.en.srt 2KB
[TutsNode.com] - Data Cleansing Master Class in Python/01 Introduction/003 Is this Course Right for You_.en.srt 2KB
[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/034 Statistical Imputation With SimpleImputer.zip 2KB
[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/037 Statistical Imputation With KNN.zip 2KB
[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/007 Explore Robust Scaler Range.en.srt 2KB
[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/032 Remove Missing Values.zip 2KB
[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/018 Data Cleansing Master Class - Data Preparation With Training and Testing Sets.zip 1KB
[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/019 IterativeImputer and Model Evaluation.en.srt 1KB
[TutsNode.com] - Data Cleansing Master Class in Python/05 Data Transforms/010 One-Hot Encoding Defined.en.srt 1KB
[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/030 Automatic Outlier Detection.zip 1KB
[TutsNode.com] - Data Cleansing Master Class in Python/02 Foundations/013 Data Leakage.en.srt 1KB
[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/040 IterativeImputer and Model Evaluation.zip 1KB
[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/035 SimpleImputer and Model Evaluation.zip 1KB
[TutsNode.com] - Data Cleansing Master Class in Python/04 Feature Selection/017 Model Built Using Mutual Information Features.en.srt 1KB
[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/039 IterativeImputer Data Transform.zip 997B
[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/028 Outlier Removal - Standard Deviation Approach.zip 951B
[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/029 Outlier Removal - IQR Approach.zip 920B
[TutsNode.com] - Data Cleansing Master Class in Python/03 Data Cleansing/026 Identify and Remove Duplicate Rows.zip 824B