Recent Trends in Learning From Data

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Recent Trends in Learning From Data is written by Luca Oneto and published by Springer Nature. It's available with International Standard Book Number or ISBN identification 303043883X (ISBN 10) and 9783030438838 (ISBN 13).

This book offers a timely snapshot and extensive practical and theoretical insights into the topic of learning from data. Based on the tutorials presented at the INNS Big Data and Deep Learning Conference, INNSBDDL2019, held on April 16-18, 2019, in Sestri Levante, Italy, the respective chapters cover advanced neural networks, deep architectures, and supervised and reinforcement machine learning models. They describe important theoretical concepts, presenting in detail all the necessary mathematical formalizations, and offer essential guidance on their use in current big data research.