Term · Topic

Machine Learning (ML)

Q: What is Machine Learning?

Machine Learning (ML) is a field of computer science that uses data-driven statistical methods and algorithms to enable systems to infer patterns and improve task performance without explicit rule-based programming for each outcome. Expanded Explanation 1. Technical Function and Core Characteristics ML uses algorithms that learn parameters or representations from data to perform tasks such as prediction, classification, clustering, and ranking. It relies on statistical learning theory,

Q: How widely is Machine Learning used?

589 organizations in our directory are tagged Machine Learning, referenced across 126 articles and 145 open source projects.

Q: What is Machine Learning most closely associated with?

Machine Learning is most closely associated with AI infrastructure and Artificial Intelligence.

Machine learning is a field of computer science that uses data-driven statistical algorithms to learn patterns from data and improve task performance without explicit rules, enabling enterprises to build predictive and analytical capabilities into products, operations, and decision workflows.

126 articles
198 companies
Most covered: Aviz Networks, Nvidia, Sonic

What this term record gives an agent

Vendors describe the same technology in different words. This record pins down what "ML" means and ties it to the companies and coverage that use it, so an agent compares like with like.

One definition

A plain definition plus how it's used, what it's often confused with and why it matters.

Who's in this area

198 companies that coverage ties to the term, listed by how often, each linked to its own record.

Neighbouring terms

Related terms in the same glossary, so an agent can widen or narrow a search the way the market does.

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The same record, three ways in. No key needed to try it.

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  -H "content-type: application/json" \
  -H "accept: application/json, text/event-stream" \
  -d '{"id":1,"jsonrpc":"2.0","method":"tools/call","params":{"arguments":{"slug":"machine-learning-ml"},"name":"di_get_term"}}'

REST

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How an agent can rely on this definition

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The check	What the record shows	Where it is in the data
It's a known term	One entry, with its abbreviation and type (topic)	`name, alternateName`
It's in real use	126 articles tag it; 198 companies are tied to it	`subjectOf`
It sits in a glossary	Linked to Machine Learning Training, machine learning security, Machine Learning Inference, AutoML	`inDefinedTermSet`

View the raw record (JSON-LD)

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