AI for Data Engineers

PyTorch DataLoader Explained - How to make a Custom Dataset

Let's play with Fourier transformers on a Custom Dataset

Jun 7 •

Time Series RAG - AI for Traders (prototype)

Can pattern matching embeddings help find similar chart patterns?

Mar 29 •

I trained an AI to think like me — here’s what happened

Fine-Tuning a local LLM on my Obsidian for Augmented Intelligence

Feb 13 •

Data Pruning MNIST: How I hit 99% accuracy using HALF the data

How much data does AI really need?

Feb 1 •

How I'd Learn Data Engineering in 2025

(from a Staff AI Data Engineer)

Jan 25 •

Machine Learning Rules from 2012 (that STILL matter)

A Few Useful Things to Know About ML by Pedro Domingos

Jan 11 •

How I'm Learning AI (as a Staff Data Engineer)

How everything fits together and where to spend you time

Dec 28, 2024 •

The Key to Modern AI: How I Finally Understood Self-Attention (With PyTorch)

Context is all you need.

Dec 21, 2024 •

12,000 Dimensions of Meaning: How I Finally Understood LLM Attention

Words are just points on many number lines that capture part of the meaning

Dec 14, 2024 •

Thinking in Higher Dimensions: A Simple Way to Do It

Stop trying to visualize it

Dec 7, 2024 •

Build Your First Neural Network in Python - Basic Concepts Only

Nov 30, 2024 •

How Neural Networks Work: Understanding Feedforward, Backpropagation, and the Training Loop

How do neural networks work?

Nov 23, 2024 •

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