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Classroom Contents
Machine Learning in Cybersecurity - Boon or Boondoggle
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- 1 Intro
- 2 Agenda
- 3 Machine Learning
- 4 Machine Learning vs AI
- 5 Deep Blue
- 6 Supervised vs Unsupervised
- 7 Machine Learning in Cyber Security
- 8 Challenges Pitfalls
- 9 Good Data
- 10 Classifier
- 11 Class imbalance
- 12 Machine learning metrics
- 13 Academic paper example
- 14 Supervised Learning
- 15 A Personal Story
- 16 Unsupervised Machine Learning
- 17 DevOps and Machine Learning
- 18 Summary
