Hey there! My name is Ivan and I’m currently a software engineer who’s trying to teach myself machine learning on the side. Here’s a growing list of the notes which I’ve taken on the topic - I’ve also added in some simple system design notes and software stuff since they all sort of come together.
I’ve also started reading some Papers on machine learning if you’d like to check out my notes.
Courses I am doing
- Zero To Hero by Andrej Karpathy
- Grokking Algorithms by Aditya Y. Bhargava
- Stanford Introduction To Statistics
- The Definitive Guide to Celery and FastAPI : I have abandoned this for now. I think the instructor has a very production heavy build in mind with a lot of boilerplate which is overkill for my usage for now.
Potentially In The Future
Here are some resource which I find interesting but haven’t gotten around to working on yet
I need to work a bit more on Machine learning
Here are some resources on good ml papers to look through