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Vanderbilt University

AI-assisted MATLAB Programming with ChatGPT

Vanderbilt University via Coursera

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Overview

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This course explores how to leverage ChatGPT as a powerful assistant for MATLAB programming, helping learners write, debug, and optimize code more efficiently. Participants will gain hands-on experience using ChatGPT to generate MATLAB programs, analyze data, and solve engineering and scientific problems. The course covers key MATLAB concepts, AI-assisted coding strategies, and best practices for integrating ChatGPT into the development workflow. Designed for beginners and experienced users alike, this course enhances MATLAB proficiency while demonstrating the synergy between AI and computational problem-solving. By the end, learners will be able to use ChatGPT effectively to accelerate coding tasks and improve productivity in MATLAB.

Syllabus

  • Introduction
    • Brief introduction to Large Language Models, ChatGPT and Prompt Engineering.
  • Prompt Engineering for Programming
    • Foundational prompt engineering techniques for MATLAB programming demonstrated through lots of examples.
  • ChatGPT as a MATLAB Tutor
    • Prompt engineering techniques to make ChatGPT act like a personalized tutor as opposed to a solution provider.
  • Code Generation and Debugging
    • Prompt engineering for code generation and debugging illustrated through more involved examples.

Taught by

Akos Ledeczi and Mike Fitzpatrick

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