There is No Spoon. A software engineers primer for demystified ML

https://github.com/dreddnafious/thereisnospoon

GitHub - dreddnafious/thereisnospoon: A machine learning primer built from first principles. For engineers who want to reason about ML systems the way they reason about software systems.

A machine learning primer built from first principles. For engineers who want to reason about ML systems the way they reason about software systems. - dreddnafious/thereisnospoon

GitHub
Nice weekend project! Even though there are copious resources out there (textbooks, videos, etc.), those may not appeal to everyone. People have different preferred modalities for consuming information and there is always value in (correctly) reframing concepts in a way that can be better understood by people who don’t resonate with traditional textbooks and YouTube videos. I’m
glad you found a formulation that works for you, and judging by the number of upvotes, it resonated with others as well. At the very least, I’m sure that working on this improved your understanding as well!