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I am wondering if there are any books/articles/tutorials about "on-line machine learning"?

For example, this website has nice lecture notes (from lec16) on some of the aspects: https://web.eecs.umich.edu/~jabernet/eecs598course/fall2015/web/

or this book:

https://ii.uni.wroc.pl/~lukstafi/pmwiki/uploads/AGT/Prediction_Learning_and_Games.pdf

I can't seem to find much resources on this. I'm trying to understand the basics, not read research papers.

If anyone can share resources that would be nice.

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On-line learning algorithms are trained incrementally as new data becomes available. It is called online machine learning because the ML programming must be connected to a network that provides a dynamic input stream.

As requested some resources that I could find for online machine learning

BOOKS

TUTORIAL

LECTURE

YOU TUBE

PDF

ONLINE LEARNING ALGORITHMS

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