Artificial Intelligence
Data Processing
Definition
glossaryDataData is raw information collected and stored for analysis, processing, or decision-making.Open glossary term processing is the glossaryTransformationTransformation is a fundamental change in how a system, organisation, or experience operates, often involving structure, processes, and behaviour.Open glossary term of raw data into a usable format through cleaning, structuring, and analysis.
In practice
Used in glossaryPipelineA pipeline is a sequence of automated steps that process code or data from start to finish.Open glossary term to prepare glossaryDataData is raw information collected and stored for analysis, processing, or decision-making.Open glossary term for analytics, reporting, or glossaryMachine Learning (ML)Machine Learning is a subset of AI that enables systems to learn from data and improve performance without being explicitly programmed.Open glossary term.
The reality
Most effort in glossaryDataData is raw information collected and stored for analysis, processing, or decision-making.Open glossary term work goes into cleaning and preparing data, not analysing it.
Plain English
Turning raw glossaryDataData is raw information collected and stored for analysis, processing, or decision-making.Open glossary term into something useful.
FAQ
Common questions
A few practical answers to the questions that usually come up around this term.
What is data processing?
It is transforming raw glossaryDataData is raw information collected and stored for analysis, processing, or decision-making.Open glossary term into usable information.
Why is data processing important?
It ensures glossaryDataData is raw information collected and stored for analysis, processing, or decision-making.Open glossary term is accurate and usable.
What does data processing involve?
Cleaning, structuring, and analysing glossaryDataData is raw information collected and stored for analysis, processing, or decision-making.Open glossary term.
What is a common challenge?
Handling messy or incomplete glossaryDataData is raw information collected and stored for analysis, processing, or decision-making.Open glossary term.
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