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📰 Dev.to · zeromathai

11 articles · Updated every 3 hours · View all reads

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How Neural Networks Work — From Perceptrons to Backpropagation
Dev.to · zeromathai 2w ago
How Neural Networks Work — From Perceptrons to Backpropagation
A neural network is not magic. It is a system that transforms input into output through layers. The...
How Classical Machine Learning Works — From Linear Models to Random Forests
Dev.to · zeromathai 2w ago
How Classical Machine Learning Works — From Linear Models to Random Forests
Classical machine learning is not outdated. It is still one of the best ways to understand how...
How Large Language Models Work — From Transformers to Conversational AI
Dev.to · zeromathai 2w ago
How Large Language Models Work — From Transformers to Conversational AI
LLMs can look like magic from the outside. You type a prompt. The model generates language. But...
How Knowledge-Based AI Works — From Rules to Inference
Dev.to · zeromathai ⚡ AI Lesson 2w ago
How Knowledge-Based AI Works — From Rules to Inference
Before AI learned from massive datasets, many systems worked with explicit...
How Intelligent Agents Work — From Perception to Decision and Action
Dev.to · zeromathai 2w ago
How Intelligent Agents Work — From Perception to Decision and Action
AI is not just models. It is a system that perceives, decides, and acts. If you only think in terms...
How Game AI Makes Decisions — From Minimax to Alpha-Beta Pruning
Dev.to · zeromathai 3w ago
How Game AI Makes Decisions — From Minimax to Alpha-Beta Pruning
Game AI is different from ordinary search. You are not just finding a path. You are making a move...
How Deep Learning Architectures Evolved — From DNNs to Transformers
Dev.to · zeromathai 3w ago
How Deep Learning Architectures Evolved — From DNNs to Transformers
Deep learning architectures are not random model names. DNN, CNN, RNN, and Transformer each appeared...