Principles of Data Science

£139.50

Principles of Data Science

Communications engineering / telecommunications Databases Data warehousing Information retrieval Artificial intelligence Pattern recognition

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Collection: Transactions on Computational Science and Computational Intelligence

Language: English

Published by: Springer

Published on: 8th July 2020

Format: LCP-protected ePub

Size: 28 Mb

ISBN: 9783030439811


Book Overview

This book provides readers with a thorough understanding of various research areas within the field of data science. The book introduces readers to various techniques for data acquisition, extraction, and cleaning, data summarizing and modeling, data analysis and communication techniques, data science tools, deep learning, and various data science applications. Researchers can extract and conclude various future ideas and topics that could result in potential publications or thesis. Furthermore, this book contributes to Data Scientists’ preparation and to enhancing their knowledge of the field. The book provides a rich collection of manuscripts in highly regarded data science topics, edited by professors with long experience in the field.

Key Features

  • Introduces various techniques, methods, and algorithms adopted by Data Science experts
  • Provides a detailed explanation of data science perceptions, reinforced by practical examples
  • Presents a road map of future trends suitable for innovative data science research and practice

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