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Classroom Contents
Using Machine Learning to Support Information Security
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- 1 Introduction
- 2 Important Warning
- 3 Agenda
- 4 Big Data
- 5 Big Data Challenges
- 6 Learning
- 7 Applications
- 8 Fraud Detection
- 9 Machine Learning
- 10 Spam Filtering
- 11 Regression
- 12 Support Vector Machines
- 13 Why Should We Care
- 14 What a Data Scientist Should Be
- 15 Statistical Relevance
- 16 Angels Evolved
- 17 The Bad Guys
- 18 How to Get Started
- 19 Big Differences
- 20 Takeaway
- 21 Improving Data Quality
