Everyone's obsessing over GPU clusters and cloud spend. Meanwhile, a $599 box sitting on my desk is running a 14B parameter LLM, 24/7, for roughly $52 a year in electricity. Let's talk about why Apple Silicon quietly won the local AI inference race.

April 11, 202611 min read

Backpropagation: A Complete Step-by-Step Manual Calculation

Tutorial

Deep LearningNeural NetworksMath+1

Backpropagation: A Complete Step-by-Step Manual Calculation

The most detailed guide to understanding backpropagation — from forward pass and loss computation to weight updates, calculated digit by digit with nothing hidden.

January 8, 202510 min read

Getting Started with YOLOv8: Real-Time Object Detection for Everyone

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YOLOObject DetectionDeep Learning+1

Getting Started with YOLOv8: Real-Time Object Detection for Everyone

A comprehensive guide to YOLOv8 — the state-of-the-art object detection framework from Ultralytics. Learn how to train, optimize, and deploy your first model.

November 15, 20243 min read

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