Core Modules
Historical Timeline of ML
The Arc of Machine Learning
From Perceptrons to Foundation Models โ explore how ideas built on each other over seven decades.
Statistics
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Optimization
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Deep Learning
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Foundation Models
Theoretical Machine Learning
Understanding why learning works โ through the lens of statistics, combinatorics, and optimization.