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

Topic	Zoom recording	Materials
Feature extraction using MATLAB in less than 30 minutes	VIDEO	PDF
Machine learning approaches using MATLAB	VIDEO	PDF
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	PDF
Machine Learning without Learning	VIDEO	PDF | zip
Challenges of Biomedical Data Analysis	VIDEO	PDF
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
Machine Learning: Classification	VIDEO	PDF | zip
Deep Dive into Deep Learning	VIDEO	PDF
Navigating the Complexities of AI and ML: Key Challenges and Insights for Educators and Researchers	VIDEO	PDF

 

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