Intro to AI Engineering – OpenAI JavaScript Tutorial
Interactive course version here: https://scrimba.com/links/intro-to-ai-engineering
This crash course will get you up-to-speed on how build AI-powered web apps using the GPT-4 and DALL·E APIs. You'll build and deploy an app you can add to your portfolio to impress your future employer.
The course was created by Scrimba instructors Tom Chant, Per Borgen and Guil Hernandez. Follow Scrimba on YouTube here: https://www.youtube.com/c/Scrimba
⭐️ Code ⭐️
Download the code via the lessons on Scrimba: https://scrimba.com/links/intro-to-ai-engineering
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Chapters (37)
AI Engineering basics
3:52
The code so far
6:48
Polygon API sign-up & key
8:12
Get an OpenAI API Key
10:22
Overview of how the API works
13:42
An API call: OpenAI dependency
16:45
An API call: Instance and model
18:58
An API call: The messages array
25:12
A quick word about models
30:45
Prompt Engineering and a challenge
35:20
Adding AI to the App
40:27
Tokens
46:11
Playground
48:08
Temperature
52:23
The "Few Shot" Approach
56:52
Adding Examples
1:00:33
Stop Sequence
1:03:39
Frequency and Presence Penalties
1:06:49
Fine-tuning
1:16:49
Creating Images with the DALL·E 3 API
1:27:46
Intro to AI Safety
1:33:18
Safety Best Practices
1:36:44
You made it!
1:39:02
Learn secure & robust deployment strategies
1:41:16
Create a Cloudflare worker
1:45:42
Connect your worker to OpenAI
1:50:14
Update client side data fetching
1:54:28
Handle CORS and preflight requests
1:58:59
OpenAI API requests & responses
2:01:57
Create an AI Gateway
2:06:53
Error handling
2:11:44
Create & deploy the Polygon API worker
2:16:26
Fetch the stock data
2:20:39
Download files and push to GitHub
2:22:07
Deploy your site with Cloudflare Pages
2:26:34
Custom domains with Cloudflare
2:28:52
Recap & next steps
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