Workshop: Frauds Detection in Credit Card with Neural Networks
Workshop/ Training/ Webinar
![Frauds Detection in Credit Card with Neural Networks](/its/-/media/department/its/events/2023/2/frauds-detection-in-credit-card-with-neural-networks.jpg?bc=ffffff&h=540&w=1000&hash=0D1CB6468ACF73E136B786007E0A1FB9)
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Date
06 Feb 2023
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Organiser
ITS
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Time
14:30 - 17:00
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Venue
Online via MS Teams
Enquiry
IT HelpCentre (Hotline) 2766 5900 / (WhatsApp/ WeChat) 6577 9669
Summary
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:
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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:
- What is fraud detection?
- Why we need fraud detection?
- Build a credit card fraud detection with neural networks
- Difficulties of imbalanced dataset
- Evaluation method used in imbalanced dataset