Completed
The Road So Far
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Classroom Contents
Using Machine Learning Solutions to Solve Serious Security Problems
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- 1 Intro
- 2 The Road So Far
- 3 Anti-Cheat Review
- 4 Overview
- 5 Breaches Keep Taking Place
- 6 Rethink Security
- 7 Big Data
- 8 But Frist... what is Hadoop
- 9 It's Really an Ecosystem
- 10 The Ecosystem
- 11 Common Hadoop Tools
- 12 Machine Learning
- 13 ML Cycle
- 14 Learning Styles
- 15 ML Algorithms
- 16 Decision Trees
- 17 Question
- 18 Disadvantages
- 19 Demo
- 20 Anomaly Detection
- 21 One Class SVM
- 22 Conclusions
- 23 Resources
