Code repository for the online course Feature Engineering for Machine Learning
Code repository for the online course Feature Engineering for Machine Learning
Launched: November, 2017
Actively maintained.
Introduction: Variable Types
Variable Characteristics
Missing Data Imputation
Multivariate Imputation
Categorical Variable Encoding
Variable Transformation
Discretisation
Outliers
Datetime
Mixed variables
Feature creation
Feature Scaling
Pipelines