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Intro
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Classroom Contents
Predictive Analytics and Machine Learning - Real Use Cases for IT Security Professional
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- 1 Intro
- 2 Grand Theory of Hacking
- 3 Disclaimer
- 4 Background
- 5 Predictive Analytics
- 6 Data Mining 101
- 7 Examples of Use Cases
- 8 Understand the Purpose
- 9 Understand Your Data
- 10 Clean Up Your Data
- 11 RapidMiner
- 12 Modeling
- 13 KMeans
- 14 Knearest Neighbor
- 15 Predictors
- 16 Accuracy
- 17 Deployment
- 18 Wrap Up
