{"@context":"https://schema.org","@type":"DefinedTermSet","name":"AI Glossary by Attack AiTech","description":"Comprehensive glossary of artificial intelligence, machine learning, and data science terms by Attack AiTech.","url":"https://attack.ia.br/ai-glossary","publisher":{"@id":"https://attack.ia.br/#organization"},"dateModified":"2026-03-21","numberOfItems":14,"hasDefinedTerm":[{"@type":"DefinedTerm","name":"Artificial Intelligence (AI)","description":"Artificial Intelligence is the simulation of human intelligence by computer systems, including learning, reasoning, problem-solving, perception, and language understanding."},{"@type":"DefinedTerm","name":"Machine Learning (ML)","description":"Machine Learning is a subset of AI where algorithms learn patterns from data to make predictions or decisions without explicit programming."},{"@type":"DefinedTerm","name":"Deep Learning","description":"Deep Learning uses multi-layered neural networks to learn complex patterns from large datasets. It powers breakthroughs in image recognition, NLP, and generative AI."},{"@type":"DefinedTerm","name":"Natural Language Processing (NLP)","description":"NLP enables computers to understand, interpret, and generate human language. Applications include chatbots, sentiment analysis, and machine translation."},{"@type":"DefinedTerm","name":"Computer Vision","description":"Computer Vision enables machines to interpret visual information from images and videos. Applications include facial recognition, object detection, and medical imaging."},{"@type":"DefinedTerm","name":"Generative AI","description":"Generative AI creates new content (text, images, code, audio) using large language models and diffusion models. Examples include GPT-4, Claude, Gemini, and DALL-E."},{"@type":"DefinedTerm","name":"Large Language Model (LLM)","description":"An LLM is a deep learning model trained on massive text datasets to understand and generate human-like text. Examples: GPT-4, Claude, Gemini, Llama."},{"@type":"DefinedTerm","name":"RAG (Retrieval-Augmented Generation)","description":"RAG combines large language models with external knowledge retrieval to provide accurate, up-to-date responses grounded in verified data sources."},{"@type":"DefinedTerm","name":"AI Maturity Assessment","description":"An AI Maturity Assessment evaluates organizational AI readiness across 5 dimensions: Strategy, Data, Technology, People, and Governance. Attack AiTech offers this free."},{"@type":"DefinedTerm","name":"Data Maturity","description":"Data Maturity measures how effectively an organization collects, manages, governs, and utilizes data."},{"@type":"DefinedTerm","name":"MLOps","description":"MLOps applies DevOps practices to machine learning: model training, deployment, monitoring, versioning, and continuous improvement."},{"@type":"DefinedTerm","name":"AI ROI","description":"AI ROI measures the financial return from AI investments. Typical enterprise projects achieve 15-40% productivity improvement with 6-18 month payback."},{"@type":"DefinedTerm","name":"Predictive Analytics","description":"Predictive Analytics uses statistical algorithms and ML to forecast future outcomes based on historical data."},{"@type":"DefinedTerm","name":"AI Agent","description":"An AI Agent is an autonomous system that can perceive its environment, make decisions, and take actions using LLMs for reasoning."}]}