Artificial Intelligence
Training Data
Definition
Training glossaryDataData is raw information collected and stored for analysis, processing, or decision-making.Open glossary term is the glossaryDatasetA dataset is a structured collection of data used for analysis, training models, or processing.Open glossary term used to teach a 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 model how to perform a task.
In practice
Used to train glossaryModelA model is a system or representation used to process data and generate outputs, often trained to perform specific tasks.Open glossary term by exposing them to examples, enabling them to learn glossaryPatternA reusable solution to a common design problem.Open glossary term and relationships.
The reality
Poor or biased training glossaryDataData is raw information collected and stored for analysis, processing, or decision-making.Open glossary term glossaryLeadA lead is a potential customer who has shown interest in a product or service, typically by providing contact information or engaging with content.Open glossary term to poor or biased glossaryModelA model is a system or representation used to process data and generate outputs, often trained to perform specific tasks.Open glossary term performance.
Plain English
The glossaryDataData is raw information collected and stored for analysis, processing, or decision-making.Open glossary term used to teach AI.
FAQ
Common questions
A few practical answers to the questions that usually come up around this term.
What is training data?
It is glossaryDataData is raw information collected and stored for analysis, processing, or decision-making.Open glossary term used to train 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 glossaryModelA model is a system or representation used to process data and generate outputs, often trained to perform specific tasks.Open glossary term.
Why is training data important?
It determines how well a glossaryModelA model is a system or representation used to process data and generate outputs, often trained to perform specific tasks.Open glossary term performs.
What happens with bad training data?
glossaryModelA model is a system or representation used to process data and generate outputs, often trained to perform specific tasks.Open glossary term produce inaccurate or biased outputs.
How is training data created?
By collecting and glossaryLabellingLabelling is the practice of naming content, categories, and interface elements in a way that is clear and meaningful to users. It directly affects how users understand and navigate a product.Open glossary term relevant examples.
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