u/Hot-Competition-7239

I got frustrated with every AI tutorial out there, so I wrote my own beginner's guide. Here's what I included.

I wrote a beginner's guide to AI after getting frustrated

with every other resource out there.

Every tutorial I found assumed I knew advanced math. Every

course cost $500. Every book was 600 pages of theory before

a single line of code.

So I wrote the guide I wish existed.

"AI: No PhD Required" covers:

- Setting up your free environment (Google Colab)

- Python + NumPy + Pandas essentials

- 5 complete ML projects with full code

- Deep Learning with Keras (98%+ accuracy on MNIST)

- NLP with Hugging Face

- 12-month career roadmap

Happy to share it with anyone who wants honest feedback.

What topics do you wish were covered better in AI beginner

resources? Would love to improve it based on your feedback!

reddit.com
u/Hot-Competition-7239 — 16 days ago