AWS Curriculum Builder

AWS Curriculum Builder allows any student learning from AWS to obtain a free training curriculum based on AWS Skills Builder.

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Inspiration

  • I was inspired by noticing the need among people interested in AWS who were asking about where to find good, free AWS training.

What it Does

  • This project provides a curriculum of free AWS training with respective links, tailored to each student's needs and interests.

How I Built It

  • I built it as a conversational bot using Gen AI technology. I conducted numerous tests with different prompt engineering techniques to achieve the desired behavior.

Challenges We Ran Into

  • Extensive trial and error with prompt engineering for improvements. Sometimes a change made things worse instead of better.
  • I faced limitations with the number of tokens that could be passed to the models.
  • Surprisingly, Cloud Instant worked better than Cloud 2, which indicates that a single model doesn't fit all use cases.

Accomplishments That We're Proud Of

  • I managed to create a useful and functional bot in a very short time. Although it's not perfect, it can still be improved.

What I Learned

  • Prompt Engineering.
  • A single model isn't suitable for every use case.
  • The token limit is important.
  • LLMs are unpredictable (even with temperature and Top P set to zero).

What's Next for AWS Curriculum Builder

  • Make it more consistent in its responses.
  • Improve the quality of the Curriculum.
  • Include courses and labs from AWS Skills Builder.

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