Step 1: TheoryTheory Article
Lasso Regression Details
Study the core concepts and background material for this learning item.
Step 2: PracticeDeep-ML Challenge
Implement Lasso Regression GD
Solve the challenges and apply your knowledge interactively.
Hard25 min estimated study
Overview
Optimize Lasso L1 objective paths to construct sparse feature selections.
Learning Objectives
- Apply L1 coordinate descent penalties
- Perform sparse selection maps
Prerequisites
Item #40Ridge Regression Regularization
LockedTracking Control
Completion Reward+250 XP
Study Checklist
Studied theory resource
Completed practice exercise