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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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The Whole Paper Fits in One Sigmoid: Implementing the SDAR Gate

The Whole Paper Fits in One Sigmoid: Implementing the SDAR Gate

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5 min read
Building KNN from Scratch (Because import sklearn Feels Like Cheating)

Building KNN from Scratch (Because import sklearn Feels Like Cheating)

Comments 1
4 min read
Most RAG Problems Are Retrieval Problems. Here Are 8 Fixes That Worked for Me

Most RAG Problems Are Retrieval Problems. Here Are 8 Fixes That Worked for Me

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4 min read
A Chinese 8B model beat the Western 8B models at Japanese RAG. I still wouldn't put it in the default deployment — and that distinction is the point.

A Chinese 8B model beat the Western 8B models at Japanese RAG. I still wouldn't put it in the default deployment — and that distinction is the point.

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4 min read
I Trained a Machine-Learning Model From Scratch in 40 Lines (No scikit-learn)

I Trained a Machine-Learning Model From Scratch in 40 Lines (No scikit-learn)

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2 min read
I Built a Neural Network's First Neuron From Scratch — the 1958 Perceptron

I Built a Neural Network's First Neuron From Scratch — the 1958 Perceptron

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2 min read
I'm 18 and I Built a Neuron-Like Memory System for AI

I'm 18 and I Built a Neuron-Like Memory System for AI

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3 min read
I designed a 67-module AI/ML doctoral curriculum for my ADHD brain — here's the architecture

I designed a 67-module AI/ML doctoral curriculum for my ADHD brain — here's the architecture

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3 min read
Free students, paid teachers: how cheap LLMs learn from expensive ones

Free students, paid teachers: how cheap LLMs learn from expensive ones

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2 min read
Your AI agent remembers what sounds related, not what worked

Your AI agent remembers what sounds related, not what worked

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Comments 4
5 min read
Scaling AI Code Review to 99.9% Uptime Across Regions

Scaling AI Code Review to 99.9% Uptime Across Regions

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8 min read
Python for Machine Learning: The Complete Roadmap Nobody Told You About

Python for Machine Learning: The Complete Roadmap Nobody Told You About

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7 min read
Building an On-Device Training Strategy for Personalized iOS Apps

Building an On-Device Training Strategy for Personalized iOS Apps

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3 min read
I Built a World Cup Prediction Model That Retrains Itself Daily and Can't Cheat Its Own Results ⚽

I Built a World Cup Prediction Model That Retrains Itself Daily and Can't Cheat Its Own Results ⚽

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7 min read
I Cut Our Image Captioning Costs 60% — Here's the Backend Story

I Cut Our Image Captioning Costs 60% — Here's the Backend Story

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8 min read
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