Fall 2026

BANA409

Machine Learning for Business

SyllabusLectures
  1. 01Python and VS Code Setup
  2. 02Introduction to AI and ML
  3. 03Python Basics
  4. 04Numpy
  5. 05Pandas
  6. 06Matplotlib
  7. 07Kaggle
  8. 08Data Preprocessing
  9. 09Decision Tree
  10. 10Baseline Prediction
  11. 11Model Evaluation
  12. 12Code Management
  13. 13Data App
  14. 14Linear Regression
  15. 15Gradient Descent
  16. 16Ensemble Learning
  17. 17Clustering