Is it model is base on software?

Wajid_Ali2 · September 28, 2023, 1:27pm

Is it model is base on software?
How do we make model? Need clarification

elirod · September 30, 2023, 12:50pm

Are you asking regards machine learning models?

Christian_Simonis · September 30, 2023, 5:47pm

besides the model resp. the (chained) algorithms, please consider that you will need many more components in your software system to realise an effective and satisfying operations such as pipeline monitoring, analytics, data cleaning, preprocessing, config, maintenance and other components to satisfy non-functional requirements as well as your specific MLOps concept etc., see also: Overview of ML Pipelines | Machine Learning | Google Developers

See also this thread and this source:

Hopes that helps!

Best regards
Christian

aryan010204 · October 1, 2023, 8:18am

If you are asking that ML models are software then the answer is yes . Everything you cannot touch or feel is a software be it your Operating systems, websites , apps etc

Wajid_Ali2 · October 3, 2023, 4:01am

Yes

elirod · October 3, 2023, 2:09pm

Despite the today machine learning models are frequent referred as a software, they actually are mathematical models.

Mathematical modeling is the process of representing a real-world problem using mathematical algorithms. it provides a formal framework for understanding, representing, and solving complex problems using computational techniques.