Machine Learning for Data Streams: with Practical Examples in MOA

by Geoffrey Holmes, Albert Bifet, Ricard Gavalda

A hands-on approach to tasks and techniques in data stream mining and real-time analytics, with examples in MOA, a popular freely available open-source software framework. Today many information sources-including sensor networks, financial markets, social networks, and healthcare monitoring-are so-called data streams, arriving sequentially and at high speed. Analysis must take place in real time, with partial data and without the capacity to store...

• Format: Paperback
• Language: English
• ISBN: 026254783X
• ISBN13: 9780262547833
• Release Date: May 2023
• Publisher: MIT Press
• Length: 288 Pages
• Weight: 1.34 lbs.
• Dimensions: 0.8" x 7.0" x 9.0"
• Age Range: 18 years and up
• Grade Range: Postsecondary and higher