Final Exam

Time and Room

• Date: Monday, October 26, 2026, 10:00–11:15
• Building: Jingshi Building (经世楼)
• MIS section: Room E202
• FIN section: Room E203

Please go to your own section's room.

Format

• Paper and pencil.
• Closed book and closed notes, except for one cheat sheet (see below).

Question Types

• True or false
• Multiple choice
• Short answer

Cheat Sheet

• You may bring one A4 page, and you may use both sides.
• It must be handwritten by you. Printed, typed, or photocopied sheets are not allowed, and will be taken away at the start of the exam.

What Is Covered

The exam covers these lectures:

• Introduction to AI and ML
• Python Basics
• Numpy
• Pandas
• Matplotlib
• Kaggle and Model-Free Prediction
• Data Preprocessing
• Decision Tree
• Model Evaluation
• Linear Regression
• Gradient Descent
• Ensemble Learning

The following lectures will not be tested:

• Polynomial Regression and Regularization
• Logistic Regression
• Support Vector Machine
• Clustering
• Code Management
• Data App