Machine Learning for the Quantified Self: On the Art of Learning from Sensory Data

by Mark Hoogendoorn and Burkhardt Funk

Book Overview

This book explains the complete loop to effectively use self-tracking data for machine learning. While it focuses on self-tracking data, the techniques explained are also applicable to sensory data in general, making it useful for a wider audience. Discussing concepts drawn from from state-of-the-art scientific literature, it illustrates the approaches using a case study of a rich self-tracking data set. Self-tracking has become part of the modern...

• Format: Hardcover
• Language: English
• ISBN: 3319663070
• ISBN13: 9783319663074
• Release Date: October 2017
• Publisher: Springer
• Length: 231 Pages
• Weight: 1.16 lbs.
• Dimensions: 0.6" x 6.1" x 9.2"