Intro to AI Engineering

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

• 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!