Tag: Data
9 items found
Glossary Terms
AI Guardrails
AI guardrails are control layers that constrain model inputs, outputs, and tool use against safety, policy, and quality rules.
Batch Processing
Batch processing runs data in scheduled groups rather than instantly, producing reports, transfers, or transformations.
Big Data
Big data is the practice of processing and analyzing datasets whose volume, speed, or variety exceeds traditional tools.
Context Window
A context window is the total token capacity a language model can read and consider while generating one response in a single request.
Feature Engineering
Feature engineering transforms raw data into meaningful variables that machine learning models can learn from and act on.
Hallucination (AI)
AI hallucination is when a model produces information that sounds plausible but is false, unsupported, or not grounded in the source.
Knowledge Graph
A knowledge graph models entities such as people, products, documents, and processes with relationships that systems can query.
Machine Learning
Machine learning trains models on data patterns so software can make predictions, classifications, or decisions on new examples.
Token (LLM)
A token is a word, subword, character, or symbol unit that language models process, shaping context size, cost, and speed.