Talk:Machine learning: Difference between revisions

Content deleted Content added

Inline

Revision as of 05:07, 22 April 2024

This is the talk page for discussing improvements to the Machine learning article.
This is not a forum for general discussion of the article's subject.

Put new text under old text. Click here to start a new topic.
New to Wikipedia? Welcome! Learn to edit; get help.

Article policies

Find sources: Google (books · news · scholar · free images · WP refs) · FENS · JSTOR · TWL

Archives: 1, 2: 365 days

This article is written in British English, which has its own spelling conventions (colour, travelled, centre, defence, artefact, analyse) and some terms that are used in it may be different or absent from other varieties of English. According to the relevant style guide, this should not be changed without broad consensus.

Robotics Top‑importance

	This article is within the scope of WikiProject Robotics, a collaborative effort to improve the coverage of Robotics on Wikipedia. If you would like to participate, please visit the project page, where you can join the discussion and see a list of open tasks.RoboticsWikipedia:WikiProject RoboticsTemplate:WikiProject RoboticsRobotics articles
Top	This article has been rated as Top-importance on the project's importance scale.

Statistics Mid‑importance

	This article is within the scope of WikiProject Statistics, a collaborative effort to improve the coverage of statistics on Wikipedia. If you would like to participate, please visit the project page, where you can join the discussion and see a list of open tasks.StatisticsWikipedia:WikiProject StatisticsTemplate:WikiProject StatisticsStatistics articles
Mid	This article has been rated as Mid-importance on the importance scale.

Mathematics Mid‑priority

	Mathematics portal This article is within the scope of WikiProject Mathematics, a collaborative effort to improve the coverage of mathematics on Wikipedia. If you would like to participate, please visit the project page, where you can join the discussion and see a list of open tasks.MathematicsWikipedia:WikiProject MathematicsTemplate:WikiProject Mathematicsmathematics articles
Mid	This article has been rated as Mid-priority on the project's priority scale.

Systems High‑importance

	Systems science portal This article is within the scope of WikiProject Systems, which collaborates on articles related to systems and systems science.SystemsWikipedia:WikiProject SystemsTemplate:WikiProject SystemsSystems articles
High	This article has been rated as High-importance on the project's importance scale.
	This article is within the field of Cybernetics.

Computing Top‑importance

	This article is within the scope of WikiProject Computing, a collaborative effort to improve the coverage of computers, computing, and information technology on Wikipedia. If you would like to participate, please visit the project page, where you can join the discussion and see a list of open tasks.ComputingWikipedia:WikiProject ComputingTemplate:WikiProject ComputingComputing articles
Top	This article has been rated as Top-importance on the project's importance scale.

Computer science Top‑importance

This article is within the scope of WikiProject Computer science, a collaborative effort to improve the coverage of Computer science related articles on Wikipedia. If you would like to participate, please visit the project page, where you can join the discussion and see a list of open tasks.Computer scienceWikipedia:WikiProject Computer scienceTemplate:WikiProject Computer scienceComputer science articles

Top

This article has been rated as Top-importance on the project's importance scale.

Things you can help WikiProject Computer science with:

Here are some tasks awaiting attention:

Article requests :
- Requested articles/Applied arts and sciences/Computer science, computing, and Internet
Cleanup :
- Computer science articles needing attention
- Computer science articles needing expert attention
Copyedit :
- Computing
Expand :
- Computer science
Infobox :
- Computer science articles without infoboxes
Maintain :
- Timeline of computing 2020–present
Photo :
- Find pictures for the biographies of computer scientists (see List of computer scientists)
- Computing articles needing images
Stubs :
- Computer science stubs
Unreferenced :
- WikiProject Computer science/Unreferenced BLPs
Project-related :
- Tag all relevant articles in Category:Computer science and sub-categories with {{WikiProject Computer science}}

Artificial Intelligence

This article is within the scope of WikiProject Artificial Intelligence, a collaborative effort to improve the coverage of Artificial intelligence on Wikipedia. If you would like to participate, please visit the project page, where you can join the discussion and see a list of open tasks.Artificial IntelligenceWikipedia:WikiProject Artificial IntelligenceTemplate:WikiProject Artificial IntelligenceArtificial Intelligence articles

A summary of this article appears in learning.

Daily pageviews of this article

A graph should have been displayed here but graphs are temporarily disabled. Until they are enabled again, visit the interactive graph at pageviews.wmcloud.org

Archives

1, 2

This page has archives. Sections older than 365 days may be automatically archived by when more than 5 sections are present.

Tip: Anchors are case-sensitive in most browsers.

This article links to one or more target anchors that no longer exist.

[[Oracle Cloud#Platform as a Service (PaaS)|Oracle AI Platform Cloud Service]] Anchor Oracle Cloud#Platform as a Service (PaaS) links to a specific web page: Platform as a service. The anchor (#Platform as a Service (PaaS)) has been deleted by other users before.

Please help fix the broken anchors. You can remove this template after fixing the problems. | Reporting errors

Sidebar image should be changed

The current sidebar image is just a 2d illustration of a neural network that has had a projective transformation applied to it to make it look 3d. It is not very informative and the transformation just obscures the clarity of the image. Instead, it should just be the original image, or a different image which is more informative. — Preceding unsigned comment added by Eltyvo (talk • contribs) 11:39, 24 August 2023 (UTC)[reply]

neuromorphic computing

someone should really include neuromorphic a discusion on memristors and thair connection to neural networks would also be nice

Wrong date

The date when Arthur Samuel wrote the first program is 1952 as wikipedia and many other online websites say, however this article says 1959, which should be corrected.

Approaches

Dimensionality Reduction

It's not clear to me if this is another approach - it is not referenced in the list of three broad category areas at the top of the section and its relationship to the other areas isn't obvious. — Preceding unsigned comment added by 198.36.189.210 (talk) 23:19, 10 April 2023 (UTC)[reply]

Thank you Yahyaelmatrwy (talk) 05:48, 17 September 2023 (UTC)[reply]

Training models

Should optimization algorithms (in general) be discussed on this Wikipedia page? If so, this is likely the best place to do so.

There is currently no mention of fully decentralized machine learning methods, such as CHOCO-SGD.^[1]^[2] This should definitely be fixed!

References

^ Kairouz, Peter; McMahan, H. Brendan; et al. (10 December 2019). "Advances and Open Problems in Federated Learning". arXiv preprint. Retrieved 20 November 2020. {{cite journal}}: Explicit use of et al. in: |last3= (help)
^ Koloskova, Anastasia; Stich, Sebastian U.; Jaggi, Martin (1 February 2019). "Decentralized Stochastic Optimization and Gossip Algorithms with Compressed Communication". arXiv preprint. Retrieved 20 November 2020.

Machine learning is also present in modern day mining

Machine learning and deep learning have increasingly attracted interest over the last five years and we often see these terms applied in the context of mineral exploration, mine exploitation and geoscience studies.

I recommend adding mining as another Application to machine learning. In the mining industry, both recent start-up companies and well-established mining and service companies are implementing machine learning in all facets of their work. A structural geologist at the mining company I work at, SRK Consulting, wrote a published paper on this and presented it at the Geological Association of Canada in 2019.

^[1]

References

^ https://dxi97tvbmhbca.cloudfront.net/upload/user/image/ACate_MachineLearningMiningGeosience_201920200226010033598.pdf

Wiki Education assignment: Technology and Culture

This article was the subject of a Wiki Education Foundation-supported course assignment, between 21 August 2023 and 15 December 2023. Further details are available on the course page. Student editor(s): HobakJoah (article contribs).

— Assignment last updated by Thecanyon (talk) 05:33, 12 December 2023 (UTC)[reply]

Wiki Education assignment: Research Process and Methodology - FA23 - Sect 202 - Thu

This article was the subject of a Wiki Education Foundation-supported course assignment, between 6 September 2023 and 14 December 2023. Further details are available on the course page. Student editor(s): HELLOEXTRACREDIT (article contribs).

— Assignment last updated by HELLOEXTRACREDIT (talk) 19:50, 3 November 2023 (UTC)[reply]

Wiki Education assignment: Linguistics in the Digital Age

This article was the subject of a Wiki Education Foundation-supported course assignment, between 15 January 2024 and 8 May 2024. Further details are available on the course page. Student editor(s): Beachvolleyball101 (article contribs).

— Assignment last updated by Markovya (talk) 18:52, 20 March 2024 (UTC)[reply]

Wiki Education assignment: Research Process and Methodology - SP24 - Sect 201 - Thu

This article was the subject of a Wiki Education Foundation-supported course assignment, between 4 March 2024 and 4 May 2024. Further details are available on the course page. Student editor(s): Xc1181 (article contribs).

— Assignment last updated by Xc1181 (talk) 20:52, 21 April 2024 (UTC)[reply]

Book

It’s in rectangle shape.Its used to write notes in. 2.48.71.19 (talk) 05:07, 22 April 2024 (UTC)[reply]

[Kairouz-1] Kairouz, Peter; McMahan, H. Brendan; et al. (10 December 2019). "Advances and Open Problems in Federated Learning". arXiv preprint. Retrieved 20 November 2020. {{cite journal}}: Explicit use of et al. in: |last3= (help)

[choco-sgd-2] Koloskova, Anastasia; Stich, Sebastian U.; Jaggi, Martin (1 February 2019). "Decentralized Stochastic Optimization and Gossip Algorithms with Compressed Communication". arXiv preprint. Retrieved 20 November 2020.

[3] ttps://dxi97tvbmhbca.cloudfront.net/upload/user/image/ACate_MachineLearningMiningGeosience_201920200226010033598.pdf

[1]

[2]

[1]

@@ Line 80: / Line 80: @@
 <span class="wikied-assignment" style="font-size:85%;">— Assignment last updated by [[User:Xc1181|Xc1181]] ([[User talk:Xc1181|talk]]) 20:52, 21 April 2024 (UTC)</span>
+== Book ==
+It’s in rectangle shape.Its used to write notes in. [[Special:Contributions/2.48.71.19|2.48.71.19]] ([[User talk:2.48.71.19|talk]]) 05:07, 22 April 2024 (UTC)