Deep Learning
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Most breakthroughs in deep learning — from simple neural networks to large language models —…
12 min read -
Tips for accelerating AI/ML on CPU — Part 2
11 min read -
Personal, Agentic Assistants: A Practical Blueprint for a Secure, Multi-User, Self-Hosted Chatbot
Agentic AIBuild a self-hosted, end-to-end platform that gives each user a personal, agentic chatbot that can…
10 min read -
Artificial Intelligence, Machine Learning, Deep Learning, and Generative AI — Clearly Explained
Artificial IntelligenceUnderstanding AI in 2026 — from machine learning to generative models
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A detailed walkthrough of the YOLOv1 architecture and its PyTorch implementation from scratch
17 min read -
Opening the black box of ML models, step by step, directly in Excel
17 min read -
A 27M-parameter model just outperformed giants like DeepSeek R1, o3-mini, and Claude 3.7 on reasoning…
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Tracing the history of LLM attention: standing on the shoulders of giants
19 min read -
How Deep Feature Embeddings and Euclidean Similarity Power Automatic Plant Leaf Recognition
Machine LearningIntroduction Automatic plant leaf detection is a remarkable innovation in computer vision and machine learning,…
14 min read -
What high-resolution NN training dynamics taught me about feature formation
9 min read