intermediateData Science & AI
Machine Learning Foundations
From linear models to model evaluation
Machine Learning Foundations: From linear models to model evaluation.
What you'll be able to do
- Train baseline models
- Evaluate rigorously
- Avoid leakage
Curriculum
Getting Started
Course overview & outcomespreview
Setting up your environmentpreview12m
Core Concepts
Core concepts, part 118m
Core concepts, part 216m
Hands-on lab
Cheat sheet & references
Build & Assess
Knowledge check
Capstone assignment
Reviews
Tanvi Shah★★★★
Appreciated the focus on evaluation and avoiding leakage.