Deep Learning in Data Analytics: Recent Techniques, Practices and Applications


Deep Learning in Data Analytics: Recent Techniques, Practices and Applications (Studies in Big Data, 91) 1st ed. 2022 Edition
by: Debi Prasanna Acharjya,Anirban Mitra,Noor Zaman (Editor)
Publisher Finelybook 出版社:Springer; 1st ed. 2022 edition (August 12, 2021)
Language 语言:English
pages 页数:286 pages
ISBN-10 书号:3030758540
ISBN-13 书号:9783030758547

Book Description
This book comprises theoretical foundations to deep learning, machine learning and computing system, deep learning algorithms, and various deep learning applications. The book discusses significant issues relating to deep learning in data analytics. Further in-depth reading can be done from the detailed bibliography presented at the end of each chapter. Besides, this book’s material includes concepts, algorithms, figures, graphs, and tables in guiding researchers through deep learning in data science and its applications for society.

Deep learning approaches prevent loss of information and hence enhance the performance of data analysis and learning techniques. It brings up many research issues in the industry and research community to capture and access data effectively. The book provides the conceptual basis of deep learning required to achieve in-depth knowledge in computer and data science. It has been done to make the book more flexible and to stimulate further interest in topics. All these help researchers motivate towards learning and implementing the concepts in real-life applications.

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