Math4ML Exercises: Linear Algebra, cont'd
Автор: Weights & Biases
Загружено: 2021-11-11
Просмотров: 8391
Описание:
In this video, W&B Deep Learning Educator Charles Frye and ML Engineer Scott Condron work through the rest of the linear algebra coding exercise notebook.
To try out the exercises yourself, head here: https://github.com/wandb/edu/tree/mai...
For the first half of the linear algebra exercises, head here: • Math4ML Exercises: Getting Started & Linea...
Check out the other Math4ML videos here: http://wandb.me/m4ml-videos
00:00 - Teaser
00:16 - Intro
01:20 - Linear algebra as programming
03:11 - Exercise: Shape-checking as type-checking
05:39 - Exercise: Composing two matrices
08:52 - Exercise: Composing four matrices
13:38 - Matrix multiplication as a for loop
19:14 - Exercise: Matrices as batches of vectors
25:14 - Concatenating matrices as parallel programming
35:39 - Exercise: make_repeater
40:21 - The two views of matrices in ML
42:34 - Outro
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