Intro to AI Engineering
Tutor at Scrimba since 2004, focused on making coding education more accessible and pain-free
Scrimba About this course
Have you been jealously eyeing the surge of OpenAI-powered apps and thinking, 'I wish I could have a piece of that'? If so, your opportunity has arrived! In this interactive, challenge-based course, you'll start by building an app that analyses stock market data, and offers recommendations for your investments. This project harnesses the cutting-edge generative AI capabilities of the OpenAI API, using the highly advanced GPT-4 model. But there is more! After completing the first project, you'll delve into the realm of AI-driven image generation. Utilising the powers of OpenAI's latest image generation model, DALL-E 3, you'll learn to create stunning images from words. Additionally, we'll explore critical aspects of AI safety and delve into industry best practices—crucial knowledge for any aspiring AI engineer.
What you'll learn
AI Engineering basics
3:32
The code so far
4:52
Polygon API sign-up & key
1:30
Get an OpenAI API Key
2:07
Overview of how the API works
3:16
An API call: OpenAI dependency
3:00
An API call: Instance and model
2:10
An API call: The messages array
6:10
A quick word about models
5:29
Prompt Engineering and a challenge
4:31
Adding AI to the App
5:03
Tokens
5:41
The OpenAI Playground
1:53
Temperature
4:12
The "Few Shot" Approach
4:26
Adding Examples
3:38
Stop Sequence
3:03
Frequency and Presence Penalties
3:09
Creating Images with the DALL-E 3 API
10:53
Intro to AI Safety
5:28
Safety Best Practices
3:22
Solo Project - PollyGlot
4:00
You made it!
2:26
How to Utilize Your Certificate
0:56
