Recent Trends in Learning From Data

Luca Oneto

ISBN 10: 3030438856 / ISBN 13: 9783030438852

Published by Springer International Publishing, Springer International Publishing Apr 2021, 2021

About this Item

Neuware -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.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 232 pp. Englisch.

Seller Inventory # 9783030438852

Bibliographic Details

• Title: Recent Trends in Learning From Data
• Publisher: Springer International Publishing, Springer International Publishing Apr 2021
• Publication Date: 2021
• Language: English
• ISBN 10: 3030438856
• ISBN 13: 9783030438852
• Binding: Taschenbuch
• Condition: Neu

About this title

Synopsis

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.