Python, Matrices, and Linear Algebra for Data Science and ML

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This course introduces students to essential concepts of linear algebra and python that are necessary as a foundation for learning concepts in data science and machine learning. The emphasis has been on creating lectures in a format that provides both geometrical intuitions and computational implementation of all the important concepts in linear algebra. Additionally, all the covered concepts are implemented and discussed in the python programming context.

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  • Domain-Specific Capstone Project
  • Small Group (5-25) Focused Learning

Course Instructor 

Rahul Rai

Dean's Distinguished Professor at Clemson University
I am Dr. Rahul Rai. I am a Dean's Distinguished Professor in Automotive Engineering and Computer Science and Associate Director, Artificial Intelligence Research Institute in Science and Engineering (AIRISE) at Clemson University. I also have industrial research center experiences at United Technology Research Center and Palo Alto Research Center. I am the Founder and CEO of AI Brilliance, a company focused on empowering people to learn about data science, machine learning, and AI concepts.
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