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Incubator Q&A

Welcome to the staging ground for new communities! Each proposal has a description in the "Descriptions" category and a body of questions and answers in "Incubator Q&A". You can ask questions (and get answers, we hope!) right away, and start new proposals.

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Incubator Q&A What types of learning should I know about?

In machine learning there seem to be various types of learning. I commonly hear about supervised learning, unsupervised learning, and reinforcement learning. However, it is not always clea...

1 answer  ·  posted 1y ago by mr Tsjolder‭  ·  edited 1y ago by mr Tsjolder‭

#2: Post edited by user avatar mr Tsjolder‭ · 2023-10-14T14:28:17Z (about 1 year ago)
add link to wikipedia list of approaches and add tag
  • In machine learning there seem to be various types of learning.
  • I commonly hear about
  • - supervised learning,
  • - unsupervised learning, and
  • - reinforcement learning.
  • However, it is not always clear to me how they differ or what paradigm is best used for a particular task.
  • I can also imagine that these paradigms do not cover all possible tasks.
  • Therefore, my question: What are the difference between these paradigms and what other paradigms should I know about?
  • In machine learning there seem to be various types of learning.
  • I commonly hear about
  • - supervised learning,
  • - unsupervised learning, and
  • - reinforcement learning.
  • However, it is not always clear to me how they differ or what paradigm is best used for a particular task.
  • I can also imagine that these paradigms do not cover all possible tasks, as [this list](https://en.wikipedia.org/wiki/Machine_learning#Approaches) and the series topics on that page seem to suggest.
  • Therefore, my question: What are the differences between these paradigms and what other paradigms should I know about?
#1: Initial revision by user avatar mr Tsjolder‭ · 2023-10-11T14:53:24Z (about 1 year ago)
What types of learning should I know about?
In machine learning there seem to be various types of learning.
I commonly hear about 
 - supervised learning,
 - unsupervised learning, and 
 - reinforcement learning.

However, it is not always clear to me how they differ or what paradigm is best used for a particular task.
I can also imagine that these paradigms do not cover all possible tasks.
Therefore, my question: What are the difference between these paradigms and what other paradigms should I know about?