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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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Agents That Learn From Production Are the Only Agents That Matter

Agents That Learn From Production Are the Only Agents That Matter

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2 min read
Semantic Search Is an Architecture Problem

Semantic Search Is an Architecture Problem

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10 min read
RAG Is Not a Vector Database Pattern

RAG Is Not a Vector Database Pattern

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4 min read
#beginners #machinelearning #100daysofcode #journey

#beginners #machinelearning #100daysofcode #journey

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2 min read
I built an AI agent that learns from repeated issues using memory

I built an AI agent that learns from repeated issues using memory

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6 min read
Another week, another small step forward

Another week, another small step forward

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1 min read
How I Built a Lightning-Fast Face Recognition Batch Processor using Python & Docker

How I Built a Lightning-Fast Face Recognition Batch Processor using Python & Docker

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3 min read
Local Ai Agent

Local Ai Agent

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5 min read
Claude API Fallback, Code Performance Drop, & n8n Integrations

Claude API Fallback, Code Performance Drop, & n8n Integrations

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3 min read
My First RAG System Had No Evals. 40% of Answers Were Wrong.

My First RAG System Had No Evals. 40% of Answers Were Wrong.

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5 min read
Modal — Deep Dive

Modal — Deep Dive

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13 min read
I Built a Fully Offline Voice AI Coding Assistant (AI IDE) with Whisper & Llama 3

I Built a Fully Offline Voice AI Coding Assistant (AI IDE) with Whisper & Llama 3

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3 min read
We Studied Claude Code's Source. Here's How Anthropic's AI Actually Remembers — And Why It's Broken.

We Studied Claude Code's Source. Here's How Anthropic's AI Actually Remembers — And Why It's Broken.

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4 min read
Evolution of Deep CNNs — From AlexNet to ResNet (Trade-offs Behind Modern Deep Learning)

Evolution of Deep CNNs — From AlexNet to ResNet (Trade-offs Behind Modern Deep Learning)

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1 min read
CNN Training Isn’t Just About Models — Augmentation vs Preprocessing vs BatchNorm

CNN Training Isn’t Just About Models — Augmentation vs Preprocessing vs BatchNorm

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4 min read
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