Implementing Linear Regression from Scratch

In this video, we implement Linear Regression model from scratch.

Codebase: https://github.com/oniani/ai
GitHub: https://github.com/oniani
Web: https://oniani.ai

#ai #softwareengineering #programming #stylepoint #linearregression

Chapters
0:00 - Intro
0:29 - Thinking about the API
0:38 - Do not fear the Gradient Descent!
1:06 - Finishing the API
1:49 - Linear function
3:10 - How style is going to write this
3:21 - The first two lines of the `fit` method
3:49 - Fulfilling the promise - writing the `predict` method
4:50 - Computing derivatives
7:05 - Writing the `fit` method
9:40 - Testing
12:30 - Outro