Feature Engineering

Better features make better models. Discover how to get the most out of your data.

• Learn the steps and principles of creating better features
• Locate features with the most potential.
• Transform features with Pandas to suit your model.
• Untangle complex spatial relationships with cluster labels.
• Discover new features by analyzing variation.
• Boost any categorical feature with this powerful technique.
• Apply what you've learned, and join the House Prices competition!

• What Is Feature Engineering
• Mutual Information
• Creating Features
• Clustering With K-Means
• Principal Component Analysis
• Target Encoding
• Feature Engineering for House Prices