Archive - AC on AI

Optimization in deep learning

Part 1: The challenge

Jun 6, 2025 • Adam Cataldo

May 2025

Entropy explained

Disorderly conduct

May 30, 2025 • Adam Cataldo

Finding Eigenvalues

How these little guys actually get computed

May 27, 2025 • Adam Cataldo

Datasets & Dataloaders & DataFrames

Oh my!

May 12, 2025 • Adam Cataldo

Getting data

The dark underbelly of AI

May 6, 2025 • Adam Cataldo

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, 2025 • Adam Cataldo

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