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Mathematics of Big Data and Machine Learning (M-I-T)

(20 Lectures Available)


S# Lecture Course Institute Instructor Discipline
1 1. Artificial Intelligence and Machine Learning (M-I-T) Mathematics of Big Data and Machine Learning (M-I-T) MIT Prof. Dr. Jeremy Kepner, Prof. Dr. Vijay Gadepally Basic and Health Sciences
2 2. Cyber Network Data Processing; AI Data Architecture (M-I-T) Mathematics of Big Data and Machine Learning (M-I-T) MIT Prof. Dr. Jeremy Kepner, Prof. Dr. Vijay Gadepally Basic and Health Sciences
3 Lecture: Mathematics of Big Data and Machine Learning (M-I-T) Mathematics of Big Data and Machine Learning (M-I-T) MIT Prof. Dr. Jeremy Kepner, Prof. Dr. Vijay Gadepally Basic and Health Sciences
4 0. Introduction (M-I-T) Mathematics of Big Data and Machine Learning (M-I-T) MIT Prof. Dr. Jeremy Kepner, Prof. Dr. Vijay Gadepally Basic and Health Sciences
5 0. Examples Demonstration (M-I-T) Mathematics of Big Data and Machine Learning (M-I-T) MIT Prof. Dr. Jeremy Kepner, Prof. Dr. Vijay Gadepally Basic and Health Sciences
6 1. Using Associative Arrays (M-I-T) Mathematics of Big Data and Machine Learning (M-I-T) MIT Prof. Dr. Jeremy Kepner, Prof. Dr. Vijay Gadepally Basic and Health Sciences
7 1. Examples Demonstration (M-I-T) Mathematics of Big Data and Machine Learning (M-I-T) MIT Prof. Dr. Jeremy Kepner, Prof. Dr. Vijay Gadepally Basic and Health Sciences
8 2. Group Theory (M-I-T) Mathematics of Big Data and Machine Learning (M-I-T) MIT Prof. Dr. Jeremy Kepner, Prof. Dr. Vijay Gadepally Basic and Health Sciences
9 2. Examples Demonstration (M-I-T) Mathematics of Big Data and Machine Learning (M-I-T) MIT Prof. Dr. Jeremy Kepner, Prof. Dr. Vijay Gadepally Basic and Health Sciences
10 3. Entity Analysis in Unstructured Data (M-I-T) Mathematics of Big Data and Machine Learning (M-I-T) MIT Prof. Dr. Jeremy Kepner, Prof. Dr. Vijay Gadepally Basic and Health Sciences
11 3. Examples Demonstration (M-I-T) Mathematics of Big Data and Machine Learning (M-I-T) MIT Prof. Dr. Jeremy Kepner, Prof. Dr. Vijay Gadepally Basic and Health Sciences
12 4. Analysis of Structured Data (M-I-T) Mathematics of Big Data and Machine Learning (M-I-T) MIT Prof. Dr. Jeremy Kepner, Prof. Dr. Vijay Gadepally Basic and Health Sciences
13 4. Examples Demonstration (M-I-T) Mathematics of Big Data and Machine Learning (M-I-T) MIT Prof. Dr. Jeremy Kepner, Prof. Dr. Vijay Gadepally Basic and Health Sciences
14 5. Perfect Power Law Graphs -- Generation, Sampling, Construction, and Fitting (M-I-T) Mathematics of Big Data and Machine Learning (M-I-T) MIT Prof. Dr. Jeremy Kepner, Prof. Dr. Vijay Gadepally Basic and Health Sciences
15 5. Examples Demonstration (M-I-T) Mathematics of Big Data and Machine Learning (M-I-T) MIT Prof. Dr. Jeremy Kepner, Prof. Dr. Vijay Gadepally Basic and Health Sciences
16 6. Bio Sequence Cross Correlation (M-I-T) Mathematics of Big Data and Machine Learning (M-I-T) MIT Prof. Dr. Jeremy Kepner, Prof. Dr. Vijay Gadepally Basic and Health Sciences
17 6. Examples Demonstration (M-I-T) Mathematics of Big Data and Machine Learning (M-I-T) MIT Prof. Dr. Jeremy Kepner, Prof. Dr. Vijay Gadepally Basic and Health Sciences
18 Demonstration 7 (M-I-T) Mathematics of Big Data and Machine Learning (M-I-T) MIT Prof. Dr. Jeremy Kepner, Prof. Dr. Vijay Gadepally Basic and Health Sciences
19 7. Kronecker Graphs, Data Generation, and Performance (M-I-T) Mathematics of Big Data and Machine Learning (M-I-T) MIT Prof. Dr. Jeremy Kepner, Prof. Dr. Vijay Gadepally Basic and Health Sciences
20 7. Examples Demonstration (M-I-T) Mathematics of Big Data and Machine Learning (M-I-T) MIT Prof. Dr. Jeremy Kepner, Prof. Dr. Vijay Gadepally Basic and Health Sciences

of 1 20 Lectures Available.