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Data Science allows us to extract meaning from and interpret data.

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The real cost of Instagram data in 2026 (measured, not estimated)

The real cost of Instagram data in 2026 (measured, not estimated)

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4 min read
A noisy judge does not just add error bars. It shrinks the effect you are trying to measure.

A noisy judge does not just add error bars. It shrinks the effect you are trying to measure.

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11 min read
I Replaced My sklearn Pipeline With Pure Rust. The Docker Image Shrank 400x

I Replaced My sklearn Pipeline With Pure Rust. The Docker Image Shrank 400x

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7 min read
The TomeVault Instruction Corpus (2026-07)

The TomeVault Instruction Corpus (2026-07)

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6 min read
My Machine Learning Project Taught Me More About Software Engineering Than Machine Learning

My Machine Learning Project Taught Me More About Software Engineering Than Machine Learning

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3 min read
Restaurant Health Inspection Data by City: APIs and Traps

Restaurant Health Inspection Data by City: APIs and Traps

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9 min read
Bad Retrieval Doesn't Show Up on the AI Bill. It Shows Up on the Review Queue.

Bad Retrieval Doesn't Show Up on the AI Bill. It Shows Up on the Review Queue.

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3 min read
From Keyword Matching to Semantic Understanding: Practical Lessons from Building a Local Semantic Search Engine

From Keyword Matching to Semantic Understanding: Practical Lessons from Building a Local Semantic Search Engine

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4 min read
Extra Trees: The Chef Who Stopped Tasting the Soup and Somehow Cooked Faster and Better

Extra Trees: The Chef Who Stopped Tasting the Soup and Somehow Cooked Faster and Better

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21 min read
Google's News API has been gone since 2016, and people still search for it

Google's News API has been gone since 2016, and people still search for it

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4 min read
I Pulled the Weight Table Out of a Basketball Sim. The Positions Form a Line.

I Pulled the Weight Table Out of a Basketball Sim. The Positions Form a Line.

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5 min read
Bagging in Machine Learning: Building Strong Models from Weak Learners

Bagging in Machine Learning: Building Strong Models from Weak Learners

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3 min read
Find startups the day they raise, before the press release, with 30 lines of Python

Find startups the day they raise, before the press release, with 30 lines of Python

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6 min read
From Learning Machine Learning to Competing on Kaggle: My First End-to-End Playground Competition Journey

From Learning Machine Learning to Competing on Kaggle: My First End-to-End Playground Competition Journey

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9 min read
The App Store top charts are a public API, and nobody archives them

The App Store top charts are a public API, and nobody archives them

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4 min read
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