Get an intro to AI Engineering interactively

Description

In this course, you will learn:

• Building fetch requests for the OpenAI API
• OpenAI’s models
• OpenAI tools
• Prompt engineering
• The ‘zero shot’ approach
• The ‘few shot’ approach
• The temperature property
• Endpoints
• Frequency Penalty
• Presence Penalty
• The Stop sequence
• AI safety and best practice
• AI image generation

Syllabus:

Intro to AI Engineering

• AI Engineering basics
• The code so far
• Polygon API sign-up & key
• Get an OpenAI API Key
• Overview of how the API works
• An API call: OpenAI dependency
• An API call: Instance and model
• An API call: The messages array
• A quick word about models
• Prompt Engineering and a challenge
• Adding AI to the App
• Tokens
• Playground
• Temperature
• The "Few Shot" Approach
• Adding Examples
• Stop Sequence
• Frequency and Presence Penalties
• Creating Images with the DALL·E 3 API
• Intro to AI Safety
• Safety Best Practices
• Solo Project - PollyGlot