0
Your cart

Your cart is empty

Books > Computing & IT > Computer communications & networking

Buy Now

Big Data Preprocessing - Enabling Smart Data (Hardcover, 1st ed. 2020) Loot Price: R1,367
Discovery Miles 13 670
You Save: R445 (25%)
Big Data Preprocessing - Enabling Smart Data (Hardcover, 1st ed. 2020): Julian Luengo, Diego Garcia-Gil, Sergio...

Big Data Preprocessing - Enabling Smart Data (Hardcover, 1st ed. 2020)

Julian Luengo, Diego Garcia-Gil, Sergio Ramirez-Gallego, Salvador Garcia, Francisco Herrera

 (sign in to rate)
Was R1,812 Loot Price R1,367 Discovery Miles 13 670 | Repayment Terms: R128 pm x 12* You Save R445 (25%)

Bookmark and Share

Expected to ship within 12 - 17 working days

This book offers a comprehensible overview of Big Data Preprocessing, which includes a formal description of each problem. It also focuses on the most relevant proposed solutions. This book illustrates actual implementations of algorithms that helps the reader deal with these problems. This book stresses the gap that exists between big, raw data and the requirements of quality data that businesses are demanding. This is called Smart Data, and to achieve Smart Data the preprocessing is a key step, where the imperfections, integration tasks and other processes are carried out to eliminate superfluous information. The authors present the concept of Smart Data through data preprocessing in Big Data scenarios and connect it with the emerging paradigms of IoT and edge computing, where the end points generate Smart Data without completely relying on the cloud. Finally, this book provides some novel areas of study that are gathering a deeper attention on the Big Data preprocessing. Specifically, it considers the relation with Deep Learning (as of a technique that also relies in large volumes of data), the difficulty of finding the appropriate selection and concatenation of preprocessing techniques applied and some other open problems. Practitioners and data scientists who work in this field, and want to introduce themselves to preprocessing in large data volume scenarios will want to purchase this book. Researchers that work in this field, who want to know which algorithms are currently implemented to help their investigations, may also be interested in this book.

General

Imprint: Springer Nature Switzerland AG
Country of origin: Switzerland
Release date: March 2020
First published: 2020
Authors: Julian Luengo • Diego Garcia-Gil • Sergio Ramirez-Gallego • Salvador Garcia • Francisco Herrera
Dimensions: 235 x 155mm (L x W)
Format: Hardcover
Pages: 186
Edition: 1st ed. 2020
ISBN-13: 978-3-03-039104-1
Categories: Books > Computing & IT > Computer communications & networking > General
Books > Computing & IT > Applications of computing > Databases > General
Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
LSN: 3-03-039104-3
Barcode: 9783030391041

Is the information for this product incomplete, wrong or inappropriate? Let us know about it.

Does this product have an incorrect or missing image? Send us a new image.

Is this product missing categories? Add more categories.

Review This Product

No reviews yet - be the first to create one!

Partners