AI Dataset Glossary
Definitions for AI dataset terms, concepts, and frameworks. From basic data terminology to advanced AI retrieval and knowledge graph concepts.
A
- AI Dataset ... A structured collection of information prepared specifically for machine consumption, with consis...
- AI Visibility ... How easily and accurately AI systems can find, understand, and cite a business, brand, or content...
D
- Dataset Licensing ... The legal terms under which a dataset can be used, shared, modified, and commercialized -- defini...
E
- Entity Extraction ... The process of identifying and classifying named entities in text -- people, places, organization...
F
- Fine-Tuning ... The process of further training a pre-trained AI model on a smaller, domain-specific dataset to a...
K
- Knowledge Graph ... A structured network of entities and relationships that allows machines to understand how things ...
R
- RAG (Retrieval-Augmented Generation) ... An AI architecture that combines a language model with an external knowledge base, retrieving rel...
S
- Structured Data ... Information organized in a defined format with explicit field names, data types, and relationship...
T
- Training Data ... The labeled dataset used to teach an AI model how to perform a task, by showing it many examples ...
V
- Vector Embedding ... A numerical representation of text, images, or other content as a high-dimensional vector, enabli...