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Bagging: The Jury System That Taught Machine Learning the Wisdom of Crowds

Bagging: The Jury System That Taught Machine Learning the Wisdom of Crowds

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16 min read
Python Functions Explained Simply (def, parameters, return)

Python Functions Explained Simply (def, parameters, return)

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2 min read
Building a Real-Time Stock Scanner with Redis, WebSockets, and Postgres

Building a Real-Time Stock Scanner with Redis, WebSockets, and Postgres

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2 min read
I Spent Months Building a Bitcoin Sentiment Tracker. Here's What I Learned.

I Spent Months Building a Bitcoin Sentiment Tracker. Here's What I Learned.

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3 min read
Hardware accelerated image based subtitles overlay

Hardware accelerated image based subtitles overlay

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1 min read
Why Enterprise AI Fails Without Uncertainty Awareness

Why Enterprise AI Fails Without Uncertainty Awareness

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3 min read
Why I Moved My ML Model from Flask to AWS Lambda (A Student’s Guide to $0 Hosting)

Why I Moved My ML Model from Flask to AWS Lambda (A Student’s Guide to $0 Hosting)

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4 min read
Logistic Regression: The Bouncer Who Gives Probability of Entry Instead of Just Yes/No

Logistic Regression: The Bouncer Who Gives Probability of Entry Instead of Just Yes/No

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13 min read
Ridge Regression: The Manager Who Said 'Everyone Gets a Small Piece' Instead of 'Winner Takes All'

Ridge Regression: The Manager Who Said 'Everyone Gets a Small Piece' Instead of 'Winner Takes All'

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12 min read
Lasso Regression: The Brutal Manager Who Said 'Some of You Are Getting Fired' — And Actually Did It

Lasso Regression: The Brutal Manager Who Said 'Some of You Are Getting Fired' — And Actually Did It

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12 min read
Elastic Net: The Mediator Who Said 'Let's Take the Best of Both Approaches'

Elastic Net: The Mediator Who Said 'Let's Take the Best of Both Approaches'

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11 min read
When Linear Regression Assumptions Are Violated: The Bridge Engineer Who Ignored the Cracks and Declared It Safe

When Linear Regression Assumptions Are Violated: The Bridge Engineer Who Ignored the Cracks and Declared It Safe

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12 min read
From Side Project to Production: Building Scalable Django Apps

From Side Project to Production: Building Scalable Django Apps

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3 min read
Announcing Org Agentic Toolkit (OAT): sane rule management for coding agents (Cursor, Claude Code, etc.)- Open Source

Announcing Org Agentic Toolkit (OAT): sane rule management for coding agents (Cursor, Claude Code, etc.)- Open Source

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2 min read
Decision Trees: The Detective Who Solves Cases by Asking Yes/No Questions

Decision Trees: The Detective Who Solves Cases by Asking Yes/No Questions

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16 min read
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