AI Workflow Glossary: Your Go-To Guide for Workflow and Automation Terms
Data Sampling
Data sampling is the process of selecting a subset of data from a larger dataset for analysis or modeling.
Data Science Workflow Automation Platform
A Data Science Workflow Automation Platform is a tool designed to streamline and automate various stages of the data science process.
Data Security Workflow Automation
Data Security Workflow Automation refers to the use of automated processes and tools to manage and enforce data security measures within an organization.
Data Shuffling
Data shuffling is a preprocessing technique used in machine learning and data processing.
Data Splitting
Data Splitting is the process of dividing a dataset into multiple subsets for different purposes, typically for training, validation, and testing machine learning models.
Data Standardization
Data standardization is another preprocessing technique that involves transforming the features of a dataset.
Data Transformation
Data transformation is the process of converting data from one format, structure, or value set into another to make it compatible with the desired system or application.
Data Versioning
Data versioning is the practice of keeping track of different versions of datasets or data models over time.
Data Workflow Orchestration
Data Workflow Orchestration refers to the process of automating, managing, and coordinating data-centric tasks and processes within a data pipeline.
Data Wrangling
Data wrangling, also known as data munging, is the process of transforming and cleaning raw data into a usable format for analysis.
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