Deep dives

The live labs and take-home deep dives: convolution, CP by hand, generalized CP, PCA from tensors, multi-head attention, feature compression, CP or Tucker in practice, and AlphaTensor.

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13 · Convolution and Deconvolution
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Unit 2
14 · CP Factorization and the Rank-1 View
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Unit 3
15 · Generalized CP for Counts and Binary Data
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Unit 4
16 · PCA from a Tensors Perspective
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Unit 5
17 · Multi-Head Attention
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Unit 6
18 · Feature Compression
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Unit 7
19 · CP or Tucker in Practice
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Unit 8
20 · AlphaTensor: Multiplying Matrices as a Game
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Deep dives

13 · Convolution and Deconvolution

14 · CP Factorization and the Rank-1 View

15 · Generalized CP for Counts and Binary Data

16 · PCA from a Tensors Perspective

17 · Multi-Head Attention

18 · Feature Compression

19 · CP or Tucker in Practice

20 · AlphaTensor: Multiplying Matrices as a Game