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Classroom Contents
Using Machine Learning to Support Information Security
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- 1 Intro
- 2 WARNING!
- 3 Who's Alex?
- 4 The elephant in the room
- 5 Enter Machine Learning
- 6 Applications of Machine Learning
- 7 Security Applications of ML
- 8 How to do Machine Learning?
- 9 Kinds of Machine Learning
- 10 Kinds of ML: Linear Regression
- 11 Kinds of ML: SVM FTW!
- 12 ML and Infosec
- 13 InfoSec Data Scientists Data Scientist (n.): Person who is better at statistics than
- 14 Considerations on Data Gathering
- 15 How to get started?
- 16 Take Aways
