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In Part 5 of the Backyard Quarry series, the project finally starts to connect to a bigger idea: dig...


Introduction If you’ve ever explored careers in data, you’ve probably come across the roles of Data...


Apr 14, 2026 · Day 3 of 30 Day 3: I explored the Titanic and Iris datasets the code was easy,...


I collected 3,368 data points and let AI produce deep behavioral analyses. When I validated the outp...


Last month we decided to take advantage of Anthropic’s 67% price reduction on Opus 4.6 and its new 1...


I’ve been obsessed with the "Abstraction Tax" lately—the massive performance hit we take when we...


Part 2 of 5 | ← Part 1 | Part 3 → | View Series The Hook: 95% Accuracy That Was...


Last month I noticed something odd: a senator sold $2M in hotel stocks three days before a travel...


It's been a while since I've been able to get into this again - sometimes life just throws things...


This is Part 1 of a 5-part series on building a complete ML system. Part 2 → | Part 3 → | Part 4 → |...


drt is an open-source reverse ETL tool. Five destination connectors existed. No guide for building.....


The car that pulls to the right Have you ever driven a car that slowly starts pulling to...


My first production model failed because of three silent preprocessing bugs. Here's the exact checkl...


One of the most frustrating outcomes in machine learning is spending time and GPU budget on a...


INTRODUCTION As you advance beyond basic SQL queries, you’ll encounter scenarios where a...


10M Records, 40s: Exploring the "Missing Middle" of Data Processing in Java I’ve always...


A late-night experiment revealing how fast recommendation systems actually adapt An...


Overview I used the Forem API (https://dev.to/api/tags?per_page=20) to fetch the top 20...


Small-scale wind energy has always faced a challenge: accurately estimating how much power a turbine...


Trading environments are unforgiving. One unexpected volatility spike, a liquidity crunch, or a...


Authors: Sean Rastatter, Rawan Badawi Why do so many enterprises struggle with MLOps? Year after...


For years, Jupyter Notebook has been the default tool for data analysis in Python. But it assumes.....


Before we begin, if you have come directly to this post (Part 2 of 6), here is Part 1 where I explai...


In traditional AI systems, text was usually the main input. But to solve real life problem, text is...