01
Getting Started
Installation, Terminal, PATH, Code Execution
02
Working with Data
Math, Boolean logic, Types and Conversions
03
Making Decisions
Functions and Control Flow
04
Practical Python
Method Call Syntax, Data Structures
05
Intro to Object Oriented Programming
Imperative vs OOP, Classes, Methods
06
Organizing Code
Modules, Libraries, Tips and Tricks
06
Organizing Code
Modules, Libraries, Tips and Tricks
07
Let's Build
pip, venv, let's make pong
08
Theory of Machine Learning 01
Linear Algebra
09
Theory of Machine Learning 02
Calculus
10
Project: MNIST Digits
ML hello world