# Final Quiz Instructions (Tentative)

> [!IMPORTANT]
> There will be no PCs available in the lab room, but there will be power outlets at each position. Please bring your own laptop and charger.

## **Exam Format:**

The final quiz will consist of a set of given questions, and you will be required to submit your answers in a Jupyter Notebook in-class. Please note that there will be no Kaggle competition component.

## **Question Content:**

The quiz will cover the following topics:

* Data Preprocessing
* Baseline methods
* Matrix Factorization (MF) models
* Machine Learning and Cross-Validation
* Neural Recommender Systems

> The difficulty level of the questions will be comparable to that of homework assignments.

## **Rules and Guidelines:**

* You are allowed to use lecture notes, Jupyter notebooks, and online resources to complete the quiz.
* You must work independently and refrain from communicating with others during the quiz.
* The use of AI-powered tools, such as ChatGPT, Claude, Gemini, and similar platforms, is strictly prohibited.
* Additionally, social media platforms like WhatsApp, WeChat, and others are not permitted.

## **Academic Integrity:**

I acknowledge that violating these rules is equivalent to dishonesty, and I understand that doing so would result in a score of zero on the quiz.