Math4ML Exercises: Getting Started & Linear Algebra

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: Check out the other Math4ML videos here: 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