Backpropagation From Scratch
A Shorthand That Actually Sticks
Aug 27, 202612 min read
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A Shorthand That Actually Sticks
A practical, reproducible pattern for managing ML configurations: Hydra for composition & overrides, Pydantic for validation & type safety.
Don't let new classes break your old ones
Gentle introduction to github actions
How fast is it?!
Stop wasting time with the AWS web console
Can this thing go any faster?
Start writing reproducible ML experiments.

Optimizing docker images for Balena cloud.
