ZX｜Machine Learning Club

Club Leader: G11 Eta Christopher 俞越, Carr 李浩

Contact: runixyuyue@gmail.com

Club Day: Monday

Club Room: Normal classroom 405

Club Supervisor: 汪睿杰Jerry

Achievement:

1) Video

Club Activities Planned for 2023-24 S1:

ML Club plan Machine Learning is an important component of achieving artificial general intelligence(such as ChatGPT), which is the most recent exciting technology. In order to face the challenges of all-known AI, understanding the principles of ML is essential for our youth. Here is our teaching plan for this semester:

week1 Intro to ML

week2 Vector & Matrics

week3 Python Basics

week4 Linear Regression

week5 Overfitting

week6 Generalization

week7 Overfitting Regulation

week8 Classification

week9 Linear Classifiers

week10 None-linear Optimization

week11 Logistic Regression

week12 Final Project Our main class format is lecture, interspersed with teaching tools such as PowerPoint, videos, and exercises.

At the end of the semester, we will present a video of our daily performance in class and the results of students' mini-projects.