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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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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
I Tried to Write My Identity Into Model Weights. Some Things Wouldn't Go In.

I Tried to Write My Identity Into Model Weights. Some Things Wouldn't Go In.

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3 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
Word Embeddings Explained: The Math Behind AI, LLMs, and Chatbots

Word Embeddings Explained: The Math Behind AI, LLMs, and Chatbots

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5 min read
AutoML for Agent Fleets, Without the Vendor Bill

AutoML for Agent Fleets, Without the Vendor Bill

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10 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
How I Built a Credit Risk Prediction App Using Python, XGBoost, and Streamlit

How I Built a Credit Risk Prediction App Using Python, XGBoost, and Streamlit

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5 min read
Building Your Own "Google Maps for Codebases": A Guide to Codebase Q&A with AI

Building Your Own "Google Maps for Codebases": A Guide to Codebase Q&A with AI

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5 min read
Building FlowOps in Public: An AI-Powered Crowd Management System

Building FlowOps in Public: An AI-Powered Crowd Management System

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2 min read
Why Activation Functions Matter in Neural Networks

Why Activation Functions Matter in Neural Networks

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3 min read
Understanding Reinforcement Learning with Neural Networks Part 5: Connecting Reward, Derivative, and Step Size

Understanding Reinforcement Learning with Neural Networks Part 5: Connecting Reward, Derivative, and Step Size

10
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2 min read
I Build AI Agents for a Living. Then I Decided to Build an Actual Brain.

I Build AI Agents for a Living. Then I Decided to Build an Actual Brain.

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7 min read
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