Supervised learning: Difference between revisions

From ACT Wiki
Jump to navigationJump to search
imported>Doug Williamson
(Create page. Sources: Linked pages.)
 
(Add link.)
 
(3 intermediate revisions by 2 users not shown)
Line 1: Line 1:
''Information technology - software - machine learning - natural language processing - supervised learning.''
''Information technology - software - machine learning - natural language processing.''


In the context of machine learning, supervised learning is learning with a human trainer.
In the context of machine learning, supervised learning is learning with a human trainer.


It generally includes data labelling.
It generally includes data labelling.
It is often used as a "fine-tuning" training phase, after unsupervised pre-training.




Line 15: Line 18:
* [[Data labelling]]
* [[Data labelling]]
* [[Deep learning]]
* [[Deep learning]]
* [[Generative AI]]  (GenAI)
* [[Generative pre-trained transformer]]  (GPT)
* [[Generative pre-trained transformer]]  (GPT)
* [[Google Gemini]]
* [[GPT-4]]
* [[GPT-4]]
* [[Human-in-the-loop]]
* [[Human-in-the-loop]]
Line 31: Line 36:
*[[Unsupervised learning]]
*[[Unsupervised learning]]


[[Category:The_business_context]]
[[Category:Identify_and_assess_risks]]
[[Category:Identify_and_assess_risks]]
[[Category:Manage_risks]]
[[Category:Manage_risks]]
[[Category:Risk_reporting]]
[[Category:Risk_frameworks]]
[[Category:Risk_frameworks]]
[[Category:Risk_reporting]]
[[Category:The_business_context]]
[[Category:Technology]]

Latest revision as of 12:10, 14 February 2025

Information technology - software - machine learning - natural language processing.

In the context of machine learning, supervised learning is learning with a human trainer.

It generally includes data labelling.


It is often used as a "fine-tuning" training phase, after unsupervised pre-training.


See also