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00:00 Introduction to E-commerce Fraud
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Classroom Contents
Harnessing Machine Learning to Combat E-commerce Fraud
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- 1 00:00 Introduction to E-commerce Fraud
- 2 00:47 The Growing Threat of E-commerce Fraud
- 3 01:38 Limitations of Traditional Rule-Based Systems
- 4 02:20 The Power of Machine Learning in Fraud Detection
- 5 03:01 Supervised Learning Techniques
- 6 04:34 Unsupervised Learning Techniques
- 7 05:37 Feature Engineering for Fraud Detection
- 8 07:11 Scaling Fraud Detection Systems
- 9 08:16 Hybrid Systems: Combining Rules and ML
- 10 09:16 The Role of Manual Reviews
- 11 10:34 Business Value of ML in Fraud Prevention
- 12 11:18 Future Trends in Fraud Detection
- 13 12:53 Conclusion
