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In this course, you will :
- Learn about the common challenges associated with fraud detection, as well as how to resample your data in an intelligent manner to address problems with imbalanced data.
- You're about to learn how to flag fraudulent transactions using supervised learning if you're already familiar with the main challenges of fraud detection.
- focuses on detecting fraud using unsupervised learning techniques
- To detect fraudulent behaviour, you will use text data, text mining, and topic modelling.
Syllabus :
- Introduction and preparing your data
- Fraud detection using labeled data
- Fraud detection using unlabeled data
- Fraud detection using text
