A simple learning list. Open the highlighted course link and complete one course at a time.

CS221 β€” Artificial Intelligence

Topic: Artificial intelligence foundations

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Brief: Covers search, reasoning, decision-making and the foundational ideas used across modern AI systems.

CS229 β€” Machine Learning

Topic: Machine learning foundations

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Brief: Andrew Ng’s foundational course on supervised, unsupervised and statistical machine learning.

CS229M β€” Machine Learning Theory

Topic: Mathematical theory behind machine learning

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Brief: Explains why learning algorithms work and how their behaviour can be analysed formally.

CS230 β€” Deep Learning

Topic: Neural networks and deep learning