โ† Course map
Week 01 ยท Algebra of Linear Models

Week 1

Linear Algebra for Data Analysis

Main materials

Five core sections for every week

๐Ÿ“Š Week 1 material Slides Lecture slides for Week 1 โ–ถ Lecture recording Video 2025 Watch the Week 1 lecture โŒจ Google Colab Python Code, examples and demonstrations ๐Ÿ“˜ Course book Textbook Vectors, Matrices, and Least Squares โœ“ Week 1 assignment Homework Exercises and instructions for Week 1

Extra materials

Visual summaries and supporting content

โœจ Interactive version Smart Slides 1 Explore the Week 1 ideas interactively ๐Ÿง  Visual summary Mind Map A compact map of the main ideas ๐Ÿ’ฌ Creative material Comic Linear algebra explained visually