In this video, W&B Deep Learning Educator Charles Frye and ML Engineer Scott Condron introduce the Math4ML exercise video series, demonstrate the exercise autograder, and work through a few warm-up problems in the linear algebra notebook.
To try out the exercises yourself, head here: https://github.com/wandb/edu/tree/main/math-for-ml
Check out the other Math4ML videos here: http://wandb.me/m4ml-videos
00:00 - Teaser
00:12 - Intro & background
01:34 - Starting up the notebook
01:57 - Using the Autograder
02:37 - Example Autograder outputs
05:06 - Linear algebra is like programming
06:16 - Array shapes are like types
09:40 - Exercise: Dimension counting
21:18 - Exercise: Shapes and transposes
30:16 - Matrices are like functions
34:25 - Exercise: Repeat-three-two
38:16 - Outro
Get started with W&B: http://wandb.me/intro
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