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

Decision Tree

golf-id3.csv.zip

DecisionTree.pdf

id3-simple-starter.ipynb.zip

Data Preprocessing

Previous Page

Baseline Prediction

Titanic Competition Dataset: https://www.kaggle.com/c/titanic