Free Artificial Intelligence & Machine Learning Course

Master the essential AI and machine-learning workflow—from data preparation to evaluated, deployable models.

4 modules · 12 lessons · 10 hours · Beginner to intermediate

What you will learn

Distinguish major machine-learning approaches
Prepare data for training
Train and evaluate common models
Recognize bias, leakage, and overfitting

AI and ML essentials

Learn the vocabulary, workflows, and major learning approaches.

Working with data

Prepare reliable features while avoiding common data problems.

Models and evaluation

Select algorithms and measure what matters for the problem.

Deployment and responsible ML

Move models into production and monitor their real-world impact.