Machine Learning Resources
Contact Us
Office of Research, Scholarship, and Sponsored Programs
3900 University Blvd.
Tyler, TX 75799
Office Hours:
M-F 8 a.m. - 5 p.m.
800 UT TYLER
Ph: 903.565.5858
research@uttyler.edu
ORSSP Health Science Center
11937 U.S. Highway 271
Tyler, TX 75708
Office Hours:
M-F 8 a.m. - 5 p.m.
Ph: 903.877.7392
Fx: 903.877.7672
grants@uthct.edu
Machine Learning Resources
Research Design & Data Analysis Lab
Outside Resources
- Machine learning approaches using MATLAB video
- Data analytics and machine learning zip fIles: 1 | 2 | 3
Webinar Recordings
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Topic
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Zoom recording
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Materials
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| Feature extraction using MATLAB in less than 30 minutes | VIDEO | |
| Machine learning approaches using MATLAB | VIDEO | |
| Machine learning workshop #1 | VIDEO | PDF | zip |
| Machine learning workshop #2 | VIDEO | PDF | zip |
| Machine learning workshop #3 | VIDEO | PDF | zip |
| Introduction to Data Analytics with Machine Learning | VIDEO | |
| Machine Learning without Learning | VIDEO | PDF | zip |
| Challenges of Biomedical Data Analysis | VIDEO | |
| Regression Analysis for Machine Learning | VIDEO | PDF | zip |
| Standard Machine Learning Classifiers | VIDEO | PDF | zip |
| Deep Dive into Deep Learning | VIDEO | PDF | zip |
| Implementing Machine Learning Algorithms Without Learning Computer Programming | VIDEO | - - - |
| Workshop on Machine Learning: Part I | VIDEO (Lect. 1) VIDEO (Lect. 2) |
Lect. 1 / Lect. 2 | xlsx | zip |
| Workshop on Machine Learning: Part II | VIDEO | PDF | xlsx ( 1 | 2 ) |
| Regression Analysis in Machine Learning | VIDEO | PDF | zip |
| Workshop on Machine Learning: Part III | VIDEO | PDF | zip |
| Workshop on Machine Learning: Part IV | VIDEO | Lect. 6 / Lect. 7 | zip |
| Standard Machine Learning Classifiers | VIDEO | PDF | zip |
| Deep Dive into Deep Learning | VIDEO | - - - |
| Machine Learning without Learning | VIDEO | PDF | zip |
| Machine Learning: Regression Analysis | VIDEO | PDF | zip |