AI Foundations Course – Python, Machine Learning, Deep Learning, Data Science

Learn about machine learning and AI with this comprehensive 11-hour course from @LunarTech_ai. This is not just a crash course. This course covers everything from fundamental concepts to advanced algorithms, complete with real-world case studies in recommender systems and predictive analytics. This...

Intermediate - 622 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

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

Next lessons

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AI, Machine Learning, Deep Learning and Generative AI Explained (10 min, IBM Technology, 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)
Python for Bioinformatics - Drug Discovery Using Machine Learning and Data Analysis (103 min, freeCodeCamp.org, Intermediate)