In this repository, we will do feature engineering with Python.

What we'll cover in this repository?

Feature Engineering

• ✅Outliers
  • Catching Outliers
  • Re-assignment with Thresholds
  • Local Outlier Factor (LOF)
• ✅Missing Values
  • Solving the Missing Value Problem
  • Advanced Analytics
• ✅Encoding Scaling
  • Label Encoding
  • One Hot Encoding
  • Rare Encoding
  • Feature Scaling
• ✅Feature Extraction
  • Binary Features
  • Text Features
  • Regex Features
  • Date Features
  • Feature Interaction
• ✅Feature Engineering Examples