Visual Reference

AI/ML Concepts Library

26 core concepts explained with analogies, technical depth, and real-world use cases. Click any concept to expand.

Foundations(4)

Architecture(6)

Language Models(4)

Training(4)

Inference(6)

Evaluation(1)

Infrastructure(1)

26 concepts

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AI/ML Concepts Library

Neural Network

Transformer

Attention Mechanism

Backpropagation

Gradient Descent

Large Language Model (LLM)

Retrieval-Augmented Generation (RAG)

Embeddings

Fine-Tuning

LoRA (Low-Rank Adaptation)

RLHF (Reinforcement Learning from Human Feedback)

Context Window

Tokenization

CNN (Convolutional Neural Network)

Diffusion Model

Mixture of Experts (MoE)

Hallucination

Chain of Thought (CoT)

Quantization

Prompt Engineering

Vector Database

AI Agent

Temperature

Multimodal AI

Overfitting

Transfer Learning

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