Where are the best resources to learn AI?

Here are my top resources I’ve found so far:

1. ChatGPT Prompt Engineering for Developers

• A great intro to using the OpenAI API
• Can be done in 1 hour and has an integrated notebook

https://www.deeplearning.ai/short-courses/chatgpt-prompt-engineering-for-developers/

2. LLM Bootcamp – Spring 2023

• 7 videos, variety of topics (prompting, how LLMs work, how to build etc)
• Offers a practical focus on building with LLMs

3. Neural Networks: Zero to Hero

• by Andrej Karpathy
• Offers a deep dive into how neural networks work
• Build a toy GPT model from scratch over the series

4. Fast.ai

Practical Deep Learning for Coders / From Deep Learning Foundations to Stable Diffusion

• Jeremy Howard, legendary teacher
• Slogan is ‘Making neural nets uncool again’ with a focus on democratising AI knowledge
• A top-down approach that gets you working with neural networks within 20 minutes

 https://course.fast.ai/
 https://course.fast.ai/Lessons/part2.html

Other resources that sound intriguing:

Stanford CS330: Deep Multi-Task and Meta Learning I Autumn 2022

https://www.youtube.com/playlist?list=PLoROMvodv4rNjRoawgt72BBNwL2V7doGI

OpenAI Cookbook

https://github.com/openai/openai-cookbook

Best practices for prompt engineering with OpenAI API

https://help.openai.com/en/articles/6654000-best-practices-for-prompt-engineering-with-openai-api

I’ve compiled a list of these resources at https://aiexperiments.co/resources with a ton of YouTube Channels.