This course on Artificial Intelligence (AI) for software development explores the use of AI large language models such as ChatGPT, Bard, and others and their potential benefits and challenges. Through examples and hands-on activities, you will develop an understanding of the ways in which AI can speed up software development tasks and free up time for more creative and strategic work.
AI for Efficient Programming: Harnessing the Power of LLMs
AI for Efficient Programming: Harnessing the Power of LLMs
Instructors: Elizabeth Humphries, PhD
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Beginner level
Recommended experience
12 hours to complete
3 weeks at 4 hours a week
Flexible schedule
Learn at your own pace
What you'll learn
You'll learn the basics of AI's potential for efficient programming, the ethics of AI use, and how different LLMs work for common coding tasks.
Skills you'll gain
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Assessments
13 assignments
Taught in English
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There are 4 modules in this course
This module provides a general overview of AI Large Language Models, how this technology will change software development, and ethical considerations for using LLMs when creating code and software.
What's included
3 videos4 readings4 assignments2 discussion prompts
This module covers using LLMs to write, debug, and plan your coding project, as well as how LLMs can help with common refactoring tasks.
What's included
4 videos2 readings4 assignments2 discussion prompts2 plugins
This module covers how to use LLMs to properly annotate your code and to understand code and functions that you did not write.
What's included
4 videos2 readings4 assignments2 discussion prompts2 plugins
This bonus section covers possible uses and caveats for LLMs in bioinformatics, particularly when working with private data.
What's included
1 video1 reading1 assignment1 discussion prompt2 plugins
Offered by
Recommended if you're interested in Software Development
University of California, Santa Cruz
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