← AI & Machine Learning

Machine Learning A-Z

Hands-on ML with Python

★★★★☆ 4.7 👥 27,640 students 📶 Intermediate 🌐 English
Created by Dr. Ana Volkov
AI Researcher

What you'll learn

  • Supervised vs unsupervised
  • Build regression & classifiers
  • Evaluate models properly
  • Intro to neural networks

Curriculum · 8 lessons · 1h 40m

Foundations 3 lessons
▶ ML landscape Preview
🎬 Data preprocessing 22m
🎬 Train / test split 11m
Core Models 3 lessons
🎬 Linear & logistic regression 11m
🎬 Decision trees 18m
🎬 Clustering with K-Means 8m
Going Deeper 2 lessons
🎬 Model evaluation 17m
🎬 Intro to neural networks 7m

Requirements

  • Basic Python
  • High-school math

Student reviews

“The hands-on projects sealed the concepts for me.”

Priya Nair★★★★★

“Great pacing for beginners, challenging enough for pros.”

Alex Morgan★★★★★

“Great pacing for beginners, challenging enough for pros.”

Tom Becker★★★★★