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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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Unsupervised Machine Learning. K-Means & Hierarchical Clustering

Unsupervised Machine Learning. K-Means & Hierarchical Clustering

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5 min read
Understanding Transformers – Part 16: Preparing for Output Prediction with Residual Connections

Understanding Transformers – Part 16: Preparing for Output Prediction with Residual Connections

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1 min read
Beyond the Hype: Building a Practical AI Memory System with Vector Databases

Beyond the Hype: Building a Practical AI Memory System with Vector Databases

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5 min read
Local LLM Acceleration: Quantization, TTS, and 1M Tokens/Sec

Local LLM Acceleration: Quantization, TTS, and 1M Tokens/Sec

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4 min read
Building a Local Voice AI Stack: Whisper + Ollama + Kokoro TTS on Apple Silicon

Building a Local Voice AI Stack: Whisper + Ollama + Kokoro TTS on Apple Silicon

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4 min read
How gaming highlight detection actually works (and why it's harder than it looks)

How gaming highlight detection actually works (and why it's harder than it looks)

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3 min read
From Claim Denials to Smart Decisions: My Experience Using AI in Healthcare Claims Processing

From Claim Denials to Smart Decisions: My Experience Using AI in Healthcare Claims Processing

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3 min read
Mistral Voxtral TTS — what open-source, on-device voice AI means for local human-AI interaction and the cloud TTS business model

Mistral Voxtral TTS — what open-source, on-device voice AI means for local human-AI interaction and the cloud TTS business model

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10 min read
Chapter 10: Multi-Head Attention and the MLP Block

Chapter 10: Multi-Head Attention and the MLP Block

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7 min read
Beyond the Hype: Building a Practical AI Memory System with Vector Databases

Beyond the Hype: Building a Practical AI Memory System with Vector Databases

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5 min read
DeepSeek Just Dropped V4. Here's What the Benchmarks Actually Tell You.

1M token context and ultra low pricing

DeepSeek Just Dropped V4. Here's What the Benchmarks Actually Tell You.

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5 min read
I Replaced Cloud AI APIs With a $600 Mac Mini — Here's What Actually Works

I Replaced Cloud AI APIs With a $600 Mac Mini — Here's What Actually Works

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4 min read
Hybrid search inside SurrealDB: one query, vector + keyword + RRF

Hybrid search inside SurrealDB: one query, vector + keyword + RRF

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9 min read
I Tested 12 LLMs With Few-Shot Examples. The Results Were Not What I Expected.

I Tested 12 LLMs With Few-Shot Examples. The Results Were Not What I Expected.

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7 min read
Your AI Agent Isn't Stupid, Your Vector Database Math Is

Your AI Agent Isn't Stupid, Your Vector Database Math Is

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1 min read
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