It looks like there might be some interesting links on this site: Learn AI From Scratch
This is a draft workshop to build from scratch the basic background needed to try introductory books and courses in AI and how to optimize their deployments. It’s designed as minimalist as possible so you can use a phone or tablet, since that’s how I work through this material pulling out a phone whenever I have some free time.
Let’s begin
- Part IA Computer Science
- Part IB Math Foundations
- Part II Machine Learning
Experimental workshops
I mix these in infrequently with the above to see what the ‘state of the art’ currently is in:
- Learning algorithms for passing interviews
- Modeling with calculus
- ‘Modern’ linear algebra
- A stroll through software security
- Computational type theory and quantum cryptopgraphy