Step 1: TheoryTheory Article
Feature Scaling Guide
Study the core concepts and background material for this learning item.
Step 2: PracticeDeep-ML Challenge
Min-Max Normalization of Features
Solve the challenges and apply your knowledge interactively.
Easy15 min estimated study
Overview
Normalize column features to uniform scale to accelerate optimization.
Learning Objectives
- Implement Min-Max scaling
- Compute Standard Z-Score scaling
Prerequisites
Item #41Lasso Regression Regularization
LockedTracking Control
Completion Reward+150 XP
Study Checklist
Studied theory resource
Completed practice exercise