Mathematics for Big

Data & Machine

Learning

Jeremy Kepner, Vijay Gadepally - MIT

1. Artificial Intelligence and Machine Learning

2. Cyber Network Data Processing; AI Data Architecture

3. Mathematics of Big Data and Machine Learning

4. Introduction

5. Using Associative Arrays

6. Group Theory

7. Entity Analysis in Unstructured Data

8. Analysis of Structured Data

9. Perfect Power Law Graphs - Generation, Sampling, Construction, and Fitting

10. Bio-Sequence Cross Correlation

11. Kronecker Graphs, Data Generation, Performance