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Home / Glossary / Data Governance

What is Data Governance?

Data governance refers to the policies, processes, and frameworks that ensure data quality, security, and compliance within an organization. It defines roles, responsibilities, and standards for data management, enabling regulatory compliance and risk mitigation in data-driven businesses.

Related Glossaries

  • Data Augmentation Data augmentation is a technique used in machine learning to artificially expand a dataset by applying transformations such as rotation, scaling, flipping, or noise injection. It helps improve model performance by increasing data diversity, particularly in image, speech, and text…
  • Execution Lineage Execution Lineage refers to the chain of relationships that shows how an AI result was produced across data states, inputs, processing steps, and execution flow. It helps teams understand complex workflows more clearly from start to finish.
  • AI Model An AI model is a mathematical framework designed to process data and make predictions or decisions without explicit programming. These models are trained using machine learning techniques and can perform tasks such as image recognition, natural language processing, and recommendation…
  • Decision Theory Decision theory is a field of study that explores mathematical and psychological approaches to making rational choices under uncertainty. It is applied in economics, business strategy, AI decision-making models, and risk assessment to optimize outcomes based on probabilities and rewards.
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