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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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Building "Vexa": The Journey of Crafting a Voice-Controlled Local AI Agent from Scratch

Building "Vexa": The Journey of Crafting a Voice-Controlled Local AI Agent from Scratch

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3 min read
Introduction to ML Compilers + Roadmap (MLIR, TVM, GPU Kernels)

Introduction to ML Compilers + Roadmap (MLIR, TVM, GPU Kernels)

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1 min read
CNN Layer Composition — A Practical Developer Guide to Activation, Pooling, and Fully Connected Layers

CNN Layer Composition — A Practical Developer Guide to Activation, Pooling, and Fully Connected Layers

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2 min read
"Beyond the Hype: Building a Practical AI-Powered Code Query Engine"

"Beyond the Hype: Building a Practical AI-Powered Code Query Engine"

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5 min read
My Sales Agent Stopped Forgetting. Here's What Changed When I Added Hindsight.

My Sales Agent Stopped Forgetting. Here's What Changed When I Added Hindsight.

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5 min read
Hackathon Project: How I built an AI Recommender System for SMEs

Hackathon Project: How I built an AI Recommender System for SMEs

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2 min read
Reinforcement Learning / Q Learning Basics with Tic Tac Toe

Reinforcement Learning / Q Learning Basics with Tic Tac Toe

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3 min read
I Replaced 12 Kitchen Managers Guessing "How Much Chicken Do We Need" With 3 ML Models. Here's the Entire Architecture.

I Replaced 12 Kitchen Managers Guessing "How Much Chicken Do We Need" With 3 ML Models. Here's the Entire Architecture.

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6 min read
AI Weekly: 12 Big AI Stories this week

AI Weekly: 12 Big AI Stories this week

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15 min read
Setting up a SIP trunk for Voice AI: step-by-step (Twilio + Vapi)

Setting up a SIP trunk for Voice AI: step-by-step (Twilio + Vapi)

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4 min read
AI's Quantum Leap, Coding Challenges, and WordPress Updates

AI's Quantum Leap, Coding Challenges, and WordPress Updates

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2 min read
Multilayer Perceptron (MLP): A Practical Way to Understand Neural Networks

Multilayer Perceptron (MLP): A Practical Way to Understand Neural Networks

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2 min read
Regularization in Machine Learning — How to Actually Prevent Overfitting (L1, L2, Dropout)

Regularization in Machine Learning — How to Actually Prevent Overfitting (L1, L2, Dropout)

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1 min read
Optimization vs Regularization — The Real Reason Your Model Overfits (and How to Fix It)

Optimization vs Regularization — The Real Reason Your Model Overfits (and How to Fix It)

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1 min read
Machine Learning Tasks and Evaluation: How to Choose the Right Metrics and Avoid Common Pitfalls

Machine Learning Tasks and Evaluation: How to Choose the Right Metrics and Avoid Common Pitfalls

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2 min read
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