Step 1: TheoryTheory Article
Linear Regression with Gradient Descent
Study the core concepts and background material for this learning item.
Step 2: PracticeDeep-ML Challenge
Linear Regression Gradient Descent
Solve the challenges and apply your knowledge interactively.
Medium20 min estimated study
Overview
Train linear models using batch gradient descent updates.
Learning Objectives
- Calculate MSE gradient vectors
- Update weights iteratively
Prerequisites
Locked
Tracking Control
Completion Reward+200 XP
Study Checklist
Studied theory resource
Completed practice exercise