AI and ML Glossary
A resource to learn about standard glossary definitions for Artificial Intelligence, Data Engineering, Data Science, and Machine Learning concepts.
A
A.C.I.D. Transactions
ACID (Atomicity, Consistency, Isolation, and Durability) is an acronym representing the core principles that govern transactional operations within databases and data storage systems. Each letter in ACID corresponds to a fundamental property that collectively ensures transaction integrity, reliability, and robustness.
ANNS
Approximate nearest neighbor search (ANNS) is a powerful technique in machine learning and data science pipelines that allows for efficient nearest-neighbor search in large datasets. ANNS is a method of finding the nearest neighbor of a given query point in a large dataset of points. ANNS aims to find an approximate nearest neighbor with high probability while minimizing the computational cost.
AI Agents
AI agents are designed to think and act independently, relying on environment feedback and their internal monologue. They generate a task list and constantly evolve and adapt to achieve their objective in the best way possible.
Ai Database
Learn what an A.I. database is, what they are used for, the types of A.I. databases and more.
AI Hallucination
Learn the definition of AI hallucinations, see some examples of AI hallucinations, and more.