Building Better Learning Loops
How to turn reading, coding, and review into a repeatable system for technical growth.
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A static index of every published note.
Notes on Linear Regression From Scratch
A compact walkthrough of gradient descent, error surfaces, and why simple models still matter.
Reading Machine Learning Without Getting Lost
A study method for dense technical books: map the argument before memorizing the details.