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Classroom Contents
AI-Driven Solutions for Text Anonymization - Implementing Machine Learning for Data Privacy
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- 1 Intro
- 2 What is text anonymization?
- 3 Why anonymization?
- 4 Large Language Models
- 5 Model Training and Fine Tuning
- 6 Data Labelling
- 7 Step 1 - Model
- 8 Rule Engine
- 9 Step 2 - PII Detection Module
- 10 Human in the Loop - AWS
- 11 Human in the Loop - Azure
- 12 Synthetic replacement
- 13 Continuous Improvement
- 14 Downstream Application
- 15 Key takeaways
