machine learning

scientific study of algorithms and statistical models that computer systems use to perform tasks without explicit instructions
Intangible academic_discipline Q2539
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machine learning

Summary

machine learning is an academic discipline[1]. It ranks in the top 0.69% of academic_discipline entities by monthly Wikipedia readership (14,541 views/month, #7 of 1,010).[2]

Key Facts

  • machine learning's instance of is recorded as academic discipline[3].
  • machine learning's instance of is recorded as certification[4].
  • machine learning's instance of is recorded as finance[5].
  • machine learning's instance of is recorded as field of study[6].
  • machine learning's instance of is recorded as field of study[7].
  • machine learning's instance of is recorded as learning approach[8].
  • machine learning's instance of is recorded as branch of computer science[9].
  • machine learning followed pattern recognition[10].
  • machine learning followed computational learning theory[11].
  • machine learning's developer is recorded as Arthur Samuel[12].
  • machine learning is a type of computer science[13].
  • machine learning is a type of artificial intelligence[14].
  • machine learning is part of artificial intelligence[15].
  • machine learning is part of mathematics[16].
  • machine learning's Commons category is recorded as Machine learning[17].
  • machine learning is the opposite of machine unlearning[18].
  • machine learning comprises online machine learning[19].
  • machine learning comprises supervised learning[20].
  • machine learning comprises unsupervised learning[21].
  • machine learning comprises reinforcement learning[22].
  • machine learning's topic's main category is recorded as Category:Machine learning[23].
  • machine learning's described by source is recorded as Statistical Learning[24].
  • machine learning's partially coincident with is recorded as statistics[25].
  • machine learning's topic has template is recorded as Template:Machine learning bar[26].
  • machine learning's Stack Exchange tag is recorded as https://stats.stackexchange.com/tags/machine-learning[27].

Body

Definition and Type

Recorded instance of include academic discipline[3], certification[4], finance[5], field of study[6], learning approach[8], and branch of computer science[9]. Recorded subclass of include computer science[13] and artificial intelligence[14]. machine learning is the opposite of machine unlearning[18].

Use and Application

Components include online machine learning[19]; supervised learning[20], a field of study[28]; unsupervised learning[21], an it method[29]; and reinforcement learning[22], an it method[30]. Part of include artificial intelligence[15], a type of technology[31] and mathematics[16], an academic discipline[32].

Why It Matters

machine learning ranks in the top 0.69% of academic_discipline entities by monthly Wikipedia readership (14,541 views/month, #7 of 1,010).[2] It has Wikipedia articles in 30 language editions, a strong signal of global cultural recognition.[33] It is known by 53 alternative names across languages and contexts.[34]

References

Programmatic citations — every numbered marker resolves to a verifiable graph row below.

Direct Wikidata claims

  1. [3] ↑ . wikidata.org.
  2. [4] ↑ . wikidata.org.
  3. [5] ↑ . wikidata.org.
  4. [6] ↑ . wikidata.org.
  5. [7] ↑ . wikidata.org.
  6. [8] ↑ . wikidata.org.
  7. [9] ↑ . wikidata.org.
  8. [10] ↑ . wikidata.org.
  9. [11] ↑ . wikidata.org.
  10. [12] ↑ . wikidata.org.
  11. [13] ↑ . wikidata.org.
  12. [14] ↑ . wikidata.org.
  13. [15] ↑ . wikidata.org.
  14. [16] ↑ . wikidata.org.
  15. [17] ↑ . wikidata.org.
  16. [18] ↑ . wikidata.org.
  17. [19] ↑ . wikidata.org.
  18. [20] ↑ . wikidata.org.
  19. [21] ↑ . wikidata.org.
  20. [22] ↑ . wikidata.org.
  21. [23] ↑ . wikidata.org.
  22. [24] ↑ . wikidata.org.
  23. [25] ↑ . wikidata.org.
  24. [26] ↑ . wikidata.org.
  25. [27] ↑ . wikidata.org.

Inline context (facts about related entities)

  1. [31] ↑ . Wikidata. wikidata.org. → on this site
  2. [32] ↑ . Wikidata. wikidata.org. → on this site
  3. [28] ↑ . Wikidata. wikidata.org. → on this site
  4. [29] ↑ . Wikidata. wikidata.org. → on this site
  5. [30] ↑ . Wikidata. wikidata.org. → on this site

Class ancestry

  1. [1] ↑ . Wikidata. wikidata.org.

Aggregate / graph-position facts

  1. [2] ↑ . Wikimedia Foundation. dumps.wikimedia.org.
  2. [33] ↑ . Wikidata sitelinks. wikidata.org.
  3. [34] ↑ . Wikidata aliases. wikidata.org.

📑 Cite this page

Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.

APA 4ort.xyz Knowledge Graph. (2026). machine learning. Retrieved October 2, 2026, from https://4ort.xyz/entity/machine-learning
MLA “machine learning.” 4ort.xyz Knowledge Graph, 4ort.xyz, 2 Oct. 2026, https://4ort.xyz/entity/machine-learning.
BibTeX @misc{4ortxyz_machine-learning_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{machine learning}}, year = {2026}, url = {https://4ort.xyz/entity/machine-learning}, note = {Accessed: 2026-10-02}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): machine learning — https://4ort.xyz/entity/machine-learning (retrieved 2026-10-02)

Canonical URL: https://4ort.xyz/entity/machine-learning · Last refreshed:

Edit History

Rolling log of changes to this entity's Wikidata record. Values shown reflect the current state of each edited property — follow the history link to see the precise diff for any edit.

  1. 22d ago · عُثمان · 2026-09-10 view diff on Wikidata ↗
    Edam ontology id → topic_3474
    "/* wbsetclaim-create:1||1 */ [[Property:P14357]]: topic_3474, Matched to [[:toollabs:mix-n-match/#/entry/289759014|Machine learning (#289759014)]] in [[:toollabs:mix-n-match/#/catalog/7899|EDAM Ontolo"
  2. 11w ago · Nyuhn · 2026-07-12 view diff on Wikidata ↗
    P14541 → 1MMRKY, gGDrQ, 17c6sD
    "/* wbeditentity-update:0| */ QuickStatements 3.0 [[:toollabs:qs-dev/batch/41251|batch #41251]]: ZGBK ID"
  3. 15w ago · Susmuffin · 2026-06-17 view diff on Wikidata ↗
    Harper's tag → machine-learning
    "/* wbsetclaim-create:1||1 */ [[Property:P13772]]: machine-learning, Matched to [[:toollabs:mix-n-match/#/entry/289944330|machine learning (#289944330)]] in [[:toollabs:mix-n-match/#/catalog/7915|Harpe"
  4. 16w ago · Jindřich Rubeš · 2026-06-12 view diff on Wikidata ↗
    Svkkl authority id → 0233261-strojove-uceni
    "/* wbcreateclaim-create:1| */ [[Property:P9322]]: 0233261-strojove-uceni, [[:toollabs:quickstatements/#/batch/259494|batch #259494]]"
  5. 19w ago · Twofivesixbot bot · 2026-05-19 view diff on Wikidata ↗
    National library of spain spmabn id (bne v1.0) → XX556507
    Fast id → 1004795
    "/* wbsetclaim-update-qualifiers:1||1|4 */ [[Property:P2347]]: 21846, mv to monolingual text names on YSO statements"
  6. 22w ago · 沈澄心 · 2026-05-01 view diff on Wikidata ↗
    Reddit topic id → —
    Stw thesaurus for economics id → —
    X topic id → —
    Has part(s) → —
    + 150 other properties edited (see Wikidata diff for full list)
    "/* wbsetclaim-create:2||1 */ [[Property:P268]]: 11987531v"
Live feed via Wikidata EventStreams. New edits appear within minutes of being made on Wikidata.