Synthesis Lectures on Engineering, Science, and Technology

Gibson, Jerry D.

This book provides readers with the fundamentals of information theoretic techniques for statistical data science analyses and for characterizing the behavior and performance of a learning agent outside of the standard results on communications and compression fundamental limits. Readers will benefit from the presentation of information theoretic quantities, definitions, and results that provide or could provide insights into data science and learning.

Details

Published by: Springer

Publication Date: 2025-08-07

Format: Paperback

ISBN-13: 9783031653902

DOI: 10.1007/978-3-031-65388-9

Dimensions: 240cm x168cm

Pages: 95