Workshop: Frauds Detection in Credit Card with Neural Networks

Date: 6 Feb 2023 (Mon)

Time: 14:30 - 17:00

Venue: Online via MS Teams

Target Audience: All Students

Medium of Instruction: English

Prerequisite:

• Basic Python programming experience is required
• Interested to know how to detect frauds in credit card transactions

Course Description:

• Understand the process of loading, pre-processing, analysis of transactions dataset and building model to detect frauds and evaluating it. Fraud detection is widely used in businesses like banking, finance, ecommerce, payment, telecom and online ads, etc.

  
  
• This course belongs to “Deep Learning Hands-on Applications Series”. With completion of the 8 workshops in “Deep Learning Hands-on Application Series”, you will get an extra certificate of attendance. Click here for details!

Course Outline:

1. What is fraud detection?
2. Why we need fraud detection?
3. Build a credit card fraud detection with neural networks
4. Difficulties of imbalanced dataset
5. Evaluation method used in imbalanced dataset