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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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Why LLMs Can't Replace Your SREs (Yet)

Why LLMs Can't Replace Your SREs (Yet)

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5 min read
53. Overfitting: When Your Model Is Too Good at Being Wrong

53. Overfitting: When Your Model Is Too Good at Being Wrong

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7 min read
I wanted to describe a network, not assemble it: FlowBuilder in flodl

I wanted to describe a network, not assemble it: FlowBuilder in flodl

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5 min read
Neural Style Transfer in Deep Learning: From Cool Demo to Real Understanding

Neural Style Transfer in Deep Learning: From Cool Demo to Real Understanding

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2 min read
Day 2 — Understanding Cost Function & Gradient Descent

Day 2 — Understanding Cost Function & Gradient Descent

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1 min read
Claude Code Plugin for Multi-Session Dev, Qwen2.5 QLoRA, & Real-Time Claude-Built Game

Claude Code Plugin for Multi-Session Dev, Qwen2.5 QLoRA, & Real-Time Claude-Built Game

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3 min read
LLM Foundry: why the stack around the model matters more than the model itself

LLM Foundry: why the stack around the model matters more than the model itself

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2 min read
Parallel RNNs?

Parallel RNNs?

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13 min read
The LLM-shaped hole in your XGBoost pipeline

The LLM-shaped hole in your XGBoost pipeline

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1 min read
What writing the same spec in four languages taught me about YAML

What writing the same spec in four languages taught me about YAML

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5 min read
We Built a Voice AI Receptionist in 8 Weeks — Every Decision We Made and Why

We Built a Voice AI Receptionist in 8 Weeks — Every Decision We Made and Why

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8 min read
I Built an AI That Predicts Medical Specialties from Clinical Notes (End-to-End Deployment)

I Built an AI That Predicts Medical Specialties from Clinical Notes (End-to-End Deployment)

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2 min read
The 800 Million Weekly ChatGPT Users Who Are Just Getting Started

The 800 Million Weekly ChatGPT Users Who Are Just Getting Started

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5 min read
AI Agents Don’t Need More Prompts. They Need Execution Boundaries.

AI Agents Don’t Need More Prompts. They Need Execution Boundaries.

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4 min read
Why your quantized LLM loses its MTP heads and how to keep them

Why your quantized LLM loses its MTP heads and how to keep them

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5 min read
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