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Mathematics of Big Data and Machine Learning (M-I-T)
Mathematics of Big Data and Machine Learning (M-I-T)
(20 Lectures Available)
S#
Lecture
Course
Institute
Instructor
Discipline
1
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
2
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
3
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
4
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
5
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
6
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
7
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
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
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
10
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
11
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
12
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
13
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
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
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
16
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
17
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
18
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
19
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
20
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
Basic and Health Sciences
Biology
Chemistry
Mathematics
Physics
Medicine
Test Prep
Applied Sciences
Agricultural Science
Computer Science
Earth, Atmospheric, and Planetary Sciences
Energy
Engineering
Healthcare
Social Sciences
Business and Finance
Economics
English
History
Arts and Humanities
Law
Literature and Linguistics
Management
Marketing
Mass Communication
Philosophy
Physical Education
Political Science
Psychology
Sociology