Workshop: (Machine Learning Series) A Hands-On Introduction to Supervised Learning with Python (in English)

Date: 25 Oct 2023 (Wed) & 1 Nov 2023 (Wed) & 8 Nov 2023 (Wed)

Time: 14:30 - 16:00

Venue: Online via Zoom

Target Audience: All Students

Medium of Instruction: English

Pre-requisite:

• Basic programming knowledge: Participants should be familiar with basic programming concepts such as variables, functions, loops, and conditional statements in Python.

• In this workshop, participants will learn the basics of supervised learning and how to apply machine learning algorithms to real-world datasets using Python. They will learn how to preprocess data, implement, and evaluate classification and regression algorithms, and optimize model performance. Through exercises, they will gain practical experience in applying machine learning to real-world problems.

Course outline:

1. Introduction to Machine Learning and Data Cleaning

2. Classification Algorithms

3. Regression Algorithms