/Feature-Engineering

Feature Engineering Machine Learning Data Science

Primary LanguageJupyter Notebook

Feature Engineering for Machine Learning

Examples of feature engineering techniques on:

How to impute your missing data

How to encode your categorical variables

How to transform your numerical variables so they meet ML model assumptions

How to convert your numerical variables into discrete intervals

How to remove outliers

How to handle date and time variables

How to work with different time zones

How to handle mixed variables which contain strings and numbers