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Home / Glossary / Synthetic Data Generation

What is Synthetic Data Generation?

Synthetic Data Generation is the process of creating artificial data that mimics real-world data distributions. It is used to protect privacy, improve AI training datasets, and test machine learning models in scenarios where real data is scarce or sensitive.

Related Glossaries

  • Object Storage Object storage refers to a scalable data storage architecture that manages data as objects rather than in hierarchical file systems. It is widely used for cloud storage, multimedia content, and unstructured data management due to its flexibility and efficiency.
  • Enterprise Resource Planning Enterprise Resource Planning (ERP) systems integrate core business processes such as finance, HR, supply chain management, and operations into a unified software solution. Cloud-based ERP solutions enable businesses to optimize efficiency, reduce costs, and enhance decision-making through real-time data insights.
  • Data Warehouse Data warehouse refers to a centralized system designed for reporting and analytics, integrating data from multiple sources. It supports structured queries, historical analysis, and business intelligence applications, enabling organizations to make data-driven decisions.
  • Statistical data types Statistical data types refer to the classification of data into categories such as nominal, ordinal, interval, and ratio data. Understanding these types helps in selecting appropriate analysis methods and visualization techniques.
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