AI from First Principles - AI from First Principles

You can refer to labs related to each chapter, or you can see how to write the models in more modular way: GitHub

Table of Content:

Part 1 · What is Intelligence?

What intelligence is, and how machines learn. (To be published)

Something we use frequently in this book

Core of a Linear Regression model is $y = \vec{X} . \vec{w} + b$ which is a line. Learning Math is important.

Learn Machine Learing: Linear Regression, Logistic Regression, etc... from Scratch

New Chapters will be here!

Wait and I will be back with something more fundamental.