Luengo, Juliàn
Big Data Preprocessing: Enabling Smart Data
- ISBN 13:
- 9783030391072
- author:
- Luengo, Juliàn
- format:
- Paperback
- publisher:
- Springer
- language:
- English
- Publication Year:
- 2021
- Pages:
- 186
- Dimensions:
- 23.4 x 15.6 x 1.1 centimetres (0
- Genre:
- Computers, Server & Database, General Database,
- Condition:
- New
- Availability:
- Item usually sent within 20 working days
Description
Big Data Preprocessing Enabling Smart Data provides a clear overview of the process, including formal descriptions of each problem and relevant proposed solutions. The book showcases actual implementations of algorithms to help readers tackle these challenges. The authors highlight the gap between raw big data and the quality data businesses demand, which is achieved through preprocessing to eliminate unnecessary information. This concept is connected to emerging paradigms like IoT and edge computing, where end points generate Smart Data without relying on the cloud. This book explores novel areas of study in Big Data preprocessing, including its relation to Deep Learning, and discusses open problems in selecting and concatenating preprocessing techniques. It offers valuable insights for practitioners and data scientists working with large datasets, as well as researchers seeking to understand implemented algorithms.
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