Fraud Detection: Exploring Unsupervised Machine Learning with AI Code Generation Assistant

Workshop/ Training/ Webinar

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Summary

Date: 8 Nov 2024 (Fri)

Time: 14:30 - 16:30

Venue: M403 / Online

Target Audience: All students

Medium of Instruction: English

What You Will Learn

Understand the basic concepts of Machine Learning.
Gain hands-on experience by implementing unsupervised Machine Learning techniques using Python.
AI code generation for simplified programming.

Agenda

1. Introduction to Unsupervised Learning

- Overview of unsupervised learning and its applications
- Difference between supervised and unsupervised learning

2. Introduction to Anomaly Detection

- Overview of anomaly detection

3. Implementing Anomaly Detection in Python

- Step-by-step implementation of the anomaly detection

4. Evaluating Anomaly Detection Performance

- Interpreting the results of anomaly detection techniques

5. AI code generation assistant

- Use AI code generation assistant for simplified programming

6. Hands-On Practice

- Hands-on practice of implementing anomaly detection