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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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Running an AI image upscaler & sharpener 100% in the browser (TensorFlow.js)

Running an AI image upscaler & sharpener 100% in the browser (TensorFlow.js)

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2 min read
Moving Half of Our AI Development to Local LLMs — by Splitting Work by Role, Not by Picking the Biggest Model

Moving Half of Our AI Development to Local LLMs — by Splitting Work by Role, Not by Picking the Biggest Model

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3 min read
300 Terms Every Beginner AI Engineer Should Know

300 Terms Every Beginner AI Engineer Should Know

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18 min read
Three ways my grouped train/test split leaked anyway...

Three ways my grouped train/test split leaked anyway...

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7 min read
Compression Is Understanding: Two July Papers That Prove AI Gets Smarter by Compressing Physics

Compression Is Understanding: Two July Papers That Prove AI Gets Smarter by Compressing Physics

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4 min read
AI Startup Infrastructure: $0 Oracle, $12 Groq, $40 BrightData — Real Costs

AI Startup Infrastructure: $0 Oracle, $12 Groq, $40 BrightData — Real Costs

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6 min read
Before I Built with AI, I Wanted to Understand What Was Underneath

Before I Built with AI, I Wanted to Understand What Was Underneath

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2 min read
Why a 24 GB GPU Does Not Give Your Local LLM 24 GB

Why a 24 GB GPU Does Not Give Your Local LLM 24 GB

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3 min read
Building LoanAI: AI-Powered Loan Default Prediction System using Flask & Scikit-Learn

Building LoanAI: AI-Powered Loan Default Prediction System using Flask & Scikit-Learn

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1 min read
The Cheaper Fix You Keep Skipping

The Cheaper Fix You Keep Skipping

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6 min read
The order to build MLOps in when you have one model, not fifty

The order to build MLOps in when you have one model, not fifty

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7 min read
Model DNA, Analyzed: Verifying 'From-Scratch' LLM Claims with Architecture, Tokenizer, and CKA (PyTorch)

Model DNA, Analyzed: Verifying 'From-Scratch' LLM Claims with Architecture, Tokenizer, and CKA (PyTorch)

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6 min read
How to Verify a 'Trained-From-Scratch' LLM in 2026: A Provenance and Fingerprinting Guide

How to Verify a 'Trained-From-Scratch' LLM in 2026: A Provenance and Fingerprinting Guide

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5 min read
Learning, Building & Teaching: My Journey Begins on DEV

Learning, Building & Teaching: My Journey Begins on DEV

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1 min read
Why audio-to-MIDI needs more than one workflow

Why audio-to-MIDI needs more than one workflow

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3 min read
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