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Scrimba

Intro to AI Engineering

via Scrimba

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Overview

A crash course on building web apps powered by generative AI. Learn the basics of AI Engineering while building a project you can add to your portfolio to impress your future employer.
  • OpenAI API basics
  • Prompt engineering
  • Dall·E 3
  • AI safety
  • Fine-tuning
  • Prompt injections
  • Tokens
  • Freq. & pres. penalties
  • Few shot approach
  • Temperature
  • Roles
  • ChatGPT

Syllabus

  • Intro to AI Engineering
    • 1. AI Engineering basics
    • 2. The code so far
    • 3. Polygon API sign-up & key
    • 4. Get an OpenAI API Key
    • 5. Overview of how the API works
    • 6. An API call: OpenAI dependency
    • 7. An API call: Instance and model
    • 8. An API call: The messages array
    • 9. A quick word about models
    • 10. Prompt Engineering and a challenge
    • 11. Adding AI to the App
    • 12. Tokens
    • 13. Playground
    • 14. Temperature
    • 15. The "Few Shot" Approach
    • 16. Adding Examples
    • 17. Stop Sequence
    • 18. Frequency and Presence Penalties
    • 19. Creating Images with the DALL·E 3 API
    • 20. Intro to AI Safety
    • 21. Safety Best Practices
    • 22. Solo Project - PollyGlot
    • 23. You made it!

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