We have over a million books in stock

Bookbot
The book is currently out of stock

Unlocking the Power of Streaming Data: Online Learning for Diverse Applications

DE

Authors

92 pages

More about the book

The book explores the challenges of processing data streams, which consist of large, potentially infinite sequences of rapidly arriving data from sources like sensor networks and customer interactions. It highlights the inadequacy of traditional static machine learning algorithms for these dynamic environments, emphasizing the need for techniques that can adapt to evolving data distributions, known as concept drifts. The focus is on maintaining performance while managing memory and processing constraints in the face of continuous data flow.

Parameters

ISBN
9783384255945
Publisher
tredition

Categories

Book variant

2024, paperback

Book purchase

We’ll notify you via email once we track it down.