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.