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Data Science

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

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Teaching small models to read job postings: our arena and the JOA Small, Advance and Deep fine-tunes

Teaching small models to read job postings: our arena and the JOA Small, Advance and Deep fine-tunes

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4 min read
I modeled the Jevons paradox for TypeSafe's Jev. My first model was wrong, twice.

I modeled the Jevons paradox for TypeSafe's Jev. My first model was wrong, twice.

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4 min read
Scraping YouTube comments without the API quota (and the bug where 300 comments meant one thread)

Scraping YouTube comments without the API quota (and the bug where 300 comments meant one thread)

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3 min read
When More Robot Data Hurts: a Closed-Loop Test of Data Curation

When More Robot Data Hurts: a Closed-Loop Test of Data Curation

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2 min read
Numerai and NMR: How Token Incentives Can Be Applied to Machine-Learning Models

Numerai and NMR: How Token Incentives Can Be Applied to Machine-Learning Models

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6 min read
Eight Emotions, 34,792 Tweets, and One Label I Don't Fully Trust

Eight Emotions, 34,792 Tweets, and One Label I Don't Fully Trust

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2 min read
Predictive Maintenance: The Gap Between the Pilot and Production

Predictive Maintenance: The Gap Between the Pilot and Production

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5 min read
The Machine Data You're Collecting but Not Using

The Machine Data You're Collecting but Not Using

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5 min read
Scheduling in High-Mix Low-Volume Manufacturing: Why Rules Break

Scheduling in High-Mix Low-Volume Manufacturing: Why Rules Break

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5 min read
AI for Quality Control: What Actually Works on the Line

AI for Quality Control: What Actually Works on the Line

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5 min read
Why Your Demand Forecast Is Wrong at the SKU Level

Why Your Demand Forecast Is Wrong at the SKU Level

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5 min read
AI-Enabled Last Mile Manufacturing Resource Planning

AI-Enabled Last Mile Manufacturing Resource Planning

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4 min read
How to Export Remote Job Salary Data to CSV (Himalayas + Remote OK)

How to Export Remote Job Salary Data to CSV (Himalayas + Remote OK)

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2 min read
5 Python scripts that turn a CSV into a publication-quality map

5 Python scripts that turn a CSV into a publication-quality map

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3 min read
The Model That Doesn't Talk

The Model That Doesn't Talk

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5 min read
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