โ† Course map
Week 02 ยท Algebra of Linear Models

Week 2

Linear and affine functions, Taylor approximation, regression and vector geometry

Main materials

Slides, video, two Python notebooks, textbook and homework

๐Ÿ“Š Week 2 material Slides Lecture slides for Week 2 โ–ถ Lecture recording Video Watch the Week 2 lecture โŒจ Google Colab Python Code 1 First notebook with code and demonstrations ๐Ÿ Google Colab Python Code 2 Second notebook with more examples ๐Ÿ“˜ Course book Textbook Vectors, Matrices, and Least Squares โœ“ Week 2 assignment Homework Exercises and instructions for Week 2

Extra materials

Visual summaries, comics and a song

๐Ÿง  Visual summary Mind Map A compact map of the Week 2 ideas ๐Ÿ’ฌ Creative material Comic 1 The first visual story for Week 2 ๐Ÿ“– Creative material Comic 2 Another visual explanation with fewer scary symbols ๐ŸŽต Musical recap Song Linear algebra, now with a beat