Mathematics for machine learning
Math in modern ML
Where the previous 19 topics show up in attention, BatchNorm, dropout, GNNs.
5 lessons
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Lessons in sequence
Work through these in order—each lesson builds on the previous one.
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Lesson 1 of 5
The math of attention
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Lesson 2 of 5
The math of batch normalization
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Lesson 3 of 5
The math of dropout
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Lesson 4 of 5
The math of graph neural networks
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Lesson 5 of 5
Continual math learning — resources