AI Workflow Glossary: Your Go-To Guide for Workflow and Automation Terms
Data Governance
Data governance is the framework of policies, procedures, and standards that ensure the effective and secure management of data within an organization.
Data Harmonization
Data harmonization is the process of integrating and standardizing data from different sources to create a unified dataset that is consistent and comparable.
Data Imputation
Data imputation is the process of replacing missing or incomplete data with substituted values in a dataset.
Data Ingestion
Data ingestion is the process of collecting, importing, and transferring data from various sources into a data storage system.
Data Integration
Data integration refers to the process of combining data from different sources into a unified view.
Data Labeling
Data labeling is the process of assigning meaningful labels or tags to data points within a dataset.
Data Lineage
Data lineage refers to the process of tracking and visualizing the flow of data through various systems, transformations, and processes.
Data Masking
Data masking is the process of obfuscating or hiding sensitive data by replacing it with fictitious but realistic data.
Data Migration
Data migration is the process of transferring data from one system, storage type, or format to another.
Data Normalization
Data normalization is a preprocessing technique used to scale data to a specific range, typically between 0 and 1 or -1 and 1.
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