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Vectors, Features & The Curse Of Dimensionality
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Classroom Contents
Data Science Tools and Techniques for the Blue Team
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- 1 Intro
- 2 What is Data Science
- 3 MODERN DATA SCIENTIST
- 4 Why You Should Care
- 5 Warning
- 6 DBIR 2015
- 7 Academia
- 8 Our Methodology
- 9 Docker
- 10 Let's Look at the Data
- 11 Vectors, Features & The Curse Of Dimensionality
- 12 Train, Test, Cross Validate
- 13 Experiment
- 14 Model Persistence
- 15 One More Example Unsupervised Learning
- 16 Measuring Similarity
- 17 Does it Make Sense?
- 18 Take A Way
