Can you give an example of reward based approach unsupervised learning?

[Robin_Mak_B2bsR (Robin Mak)]

Course Name: Introduction to Machine Learning for Trading, Section No: 3, Unit No: 1, Unit type: Video

The course materials says there are two approaches to unsupervised learning and reward based is one of them.  Could you give an example?

[Akshay_Choudhary]

Hi Robin,



There are three types of machine learning tasks:

1. Supervised learning
   
2. Unsupervised learning
   
3. Reinforcement learning
   
   
   
   The two approaches to unsupervised learning are clustering and dimensionality reduction. It seems like there is some discrepancy in this part of the video. We have picked it up and will make the required changes. Thanks for pointing it out.
   
   
   
   Thanks,
   
   Akshay