BANA409 - Fall 2026

Python and VS Code Setup Introduction to AI and ML Python Basics Numpy Pandas Matplotlib Kaggle Data Preprocessing Decision Tree

Baseline Prediction

Model Evaluation

Code Management

Linear Regression

Gradient Descent Ensemble Learning

Python Basics

Python-Basics.pdf

Python Cheatsheet: https://www.harrywang.me/blog/python-cheatsheet

Latex Cheatsheet: https://www.harrywang.me/blog/latex-cheatsheet

Introduction to AI and ML

Previous Page

Numpy

We cover all parts in the Numpy section: https://www.harrywang.me/blog/data-science-intro#numpy