Archive - AC on AI

Optimization in deep learning

Part 1: The challenge

Jun 6 •

May 2025

Entropy explained

Disorderly conduct

May 30 •

Finding Eigenvalues

How these little guys actually get computed

May 27 •

Datasets & Dataloaders & DataFrames

May 12 •

The dark underbelly of AI

May 6 •

April 2025

Safely storing input data for AI pipelines

When I run AI pipelines, I often pull data from external sources, whether that’s from a proper data service, or data I scraped from a website.

Apr 29 •

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