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Data Preparation For Machine Learning

DATA PREPARATION
SCALING
Scale Data Using Standard Scaler in Sklearn
SPLITTING DATA
Tensorflow - Splitting Record Files Into Train & Validation Sets
Sklearn Stratified K-Fold - Splitting Data & Saving to File
Train-Test Splitting with Stratification using Scikit-Learn
SAMPLING
Pandas Undersampling for Imbalanced Binary Classification
FEATURES
Create Dummy Variables with Pandas
Using Sklearn RFE to Select Features
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Data Preparation For Machine Learning

Code snippets for preparing data for machine learning

DATA PREPARATION
SCALING
  • Scale Data Using Standard Scaler in Sklearn
SPLITTING DATA
  • Tensorflow - Splitting Record Files Into Train & Validation Sets
  • Sklearn Stratified K-Fold - Splitting Data & Saving to File
  • Train-Test Splitting with Stratification using Scikit-Learn
SAMPLING
  • Pandas Undersampling for Imbalanced Binary Classification
FEATURES
  • Create Dummy Variables with Pandas
  • Using Sklearn RFE to Select Features
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