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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React: Production Server Setup Part 2 - Live Coding with Jesse
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cookies vs localStorage vs sessionStorage - Beau teaches JavaScript
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Browser history tutorial - Beau teaches JavaScript
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Graph Data Structure Intro (inc. adjacency list, adjacency matrix, incidence matrix)
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React: Parameterized Routing with Next.js - Live Coding with Jesse
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React: Dealing with jQuery Issues - Live Coding with Jesse
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setInterval and setTimeout: timing events - Beau teaches JavaScript
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Browser and Device Testing - Live Coding with Jesse
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Last Minute Updates - Live Coding with Jesse
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Post Launch Updates - Live Coding with Jesse
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React: Setting Up Google Analytics - Live Coding with Jesse
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React: Masonry Layout - Live Coding with Jesse
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Load Balancing Digital Ocean Droplets - Live Coding with Jesse
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try, catch, finally, throw - error handling in JavaScript
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Load Balancing: SSL Passthrough Setup - Live Coding with Jesse
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Graphs: breadth-first search - Beau teaches JavaScript
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React: Masonry Layout Part 2 - Live Coding with Jesse
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React: WordPress API Live Search - Live Coding with Jesse
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Creating WordPress Custom Post Types - Live Coding With Jesse
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Dates - Beau teaches JavaScript
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Miscellaneous Front End Updates - Live Coding with Jesse
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Merging a Pull Request from GitHub - Live Coding with Jesse
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React + Prettier + Standard JS - Live Coding with Jesse
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React: Sortable Responsive Table - Live Coding with Jesse
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Geolocation Sorting by Distance - Live Coding with Jesse
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Tradeoff Matrix - Agile Software Development
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The Definition of Ready - Agile Software Development
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Getting first React job without experience - Ask Preethi
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React: Google Analytics Click Tracking - Live Coding with Jesse
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Submitting a PR to an Open Source Project - Live Coding with Jesse
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Should I go back to school to get CS degree? - Ask Preethi
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Hero Section CSS Changes - Live Coding with Jesse
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Working Agreement - Agile Software Development
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A day at Pennybox with Co-Founder Reji Eapen
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React: Sorting and Filtering Data - Live Coding with Jesse
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React: Sorting and Filtering Data Part 2 - Live Coding with Jesse
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React: Building a New UI - Live Coding with Jesse
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Definition of Done - Agile Software Development
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Getting started with jQuery (tutorial) - Beau teaches JavaScript
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Making a React Blog with WordPress Content - Live Coding with Jesse
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React, NextJS, CSS - Live Coding with Jesse
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jQuery events - Beau teaches JavaScript
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React/NextJS Routing and WordPress API Custom Types - Live Coding with Jesse
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React: Working with API Data - Live Coding with Jesse
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React: Refactoring Components - Live Streaming with Jesse
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jQuery effects - Beau teaches JavaScript
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More React Refactoring - Live Coding with Jesse
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animate in jQuery - Beau teaches JavaScript
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"Finishing" My React Site - Live Coding with Jesse
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Starting a New React Project (P2D1) - Live Coding with Jesse
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React Project 2 Day 2: Learning Material UI - Live Coding with Jesse
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The Agile Manifesto - Agile Software Development
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jQuery: get and set with http, text, val, and attr - Beau teaches JavaScript
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React Project 2 Day 3 - Live Coding with Jesse
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The INVEST approach to product backlog items
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React Project 2 Day 4 - Live Coding with Jesse
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Chickens and Pigs - Agile Software Development
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React Project 2 Day 5 - Live Coding with Jesse
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jQuery: add and remove DOM elements - Beau teaches JavaScript
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React Project 2 Day 6 - Live Coding with Jesse
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