Machine Learning in 2024 – Beginner's Course

This machine learning course is created for beginners who are learning in 2024. The course begins with a Machine Learning Roadmap for 2024, emphasizing career paths and beginner-friendly theory. Then it the course moves on to hands-on practical applications and a comprehensive end-to-end project...

Beginner - 260 min - AI & Data - freeCodeCamp.org

The full course: Learn Machine Learning Foundations free

What you'll need

• Laptop stand: Screen at eye level for long study sessions.
• Noise-cancelling headphones: Focus through long video lessons.
• Second monitor: Video on one screen, practice on the other.
• Wireless keyboard and mouse: Comfortable for hours of typing.

Books

1. Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow by Aurélien Géron - View on Amazon
2. The Hundred-Page Machine Learning Book by Andriy Burkov - View on Amazon
3. An Introduction to Statistical Learning by Gareth James - View on Amazon
4. Introduction to Machine Learning with Python by Andreas C. Mueller - View on Amazon
5. The Alignment Problem by Brian Christian - View on Amazon
6. Machine learning by Kevin P. Murphy - View on Amazon

Next lessons

• Harvard CS50’s Artificial Intelligence with Python – Full University Course (711 min, freeCodeCamp.org, Intermediate)
• Machine Learning Course for Beginners (592 min, freeCodeCamp.org, Beginner)
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• AI Foundations Course – Python, Machine Learning, Deep Learning, Data Science (622 min, freeCodeCamp.org, Intermediate)
• Data Science Projects For Resume | Machine Learning Projects With Source Code (14 min, codebasics, Intermediate)
• Machine Learning for Everybody – Full Course (234 min, freeCodeCamp.org, Intermediate)