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.
Brief introduction to Large Language Models, ChatGPT and Prompt Engineering.
涵盖的内容
4个视频1篇阅读材料1个作业
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4个视频•总计64分钟
Introduction to the Course•4分钟
Introduction to LLMs•16分钟
Introduction to ChatGPT•14分钟
Introduction to Prompt Engineering•30分钟
1篇阅读材料•总计10分钟
Welcome•10分钟
1个作业•总计5分钟
Module 1 Quiz•5分钟
Prompt Engineering for Programming
第 2 单元•小时 后完成
单元详情
Foundational prompt engineering techniques for MATLAB programming demonstrated through lots of examples.
涵盖的内容
4个视频2个应用程序项目
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4个视频•总计133分钟
Testing the Waters•35分钟
Few-Shot Prompting•27分钟
Component--Based Prompting•33分钟
Iterative Refinement Example•38分钟
2个应用程序项目•总计120分钟
Programming Assignment: Search Radius•60分钟
Programming Assignment: Wordle Helper•60分钟
ChatGPT as a MATLAB Tutor
第 3 单元•小时 后完成
单元详情
Prompt engineering techniques to make ChatGPT act like a personalized tutor as opposed to a solution provider.
涵盖的内容
4个视频2个应用程序项目
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4个视频•总计131分钟
Asking Conceptual Questions•46分钟
Personalized Tutoring•36分钟
Code Walkthroughs•20分钟
Code Feedback•30分钟
2个应用程序项目•总计120分钟
Programming Assignment: Two sums•60分钟
Programming Assignment: Movies•60分钟
Code Generation and Debugging
第 4 单元•小时 后完成
单元详情
Prompt engineering for code generation and debugging illustrated through more involved examples.
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