机读格式显示(MARC)

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• 001 0000827322

• 003 __LC

• 005 20250815193600.0

• 008 210622s2022 dk a b 001 0 eng d

• 020 __ |a 9788770042963

• 040 __ |a UKMGB |b eng |e rda |c UKMGB |d OCLCO |d BDX |d OCLCF |d MUU |d OCLCO |d MUU |d OHX |d OCLCO |d OCLCL

• 050 _4 |a QA76.9.B45 |b A67 2022

• 082 04 |a 005.7 |2 23

• 090 __ |a TB311.13/X1

• 093 __ |a TB311.13 |2 4

• 245 00 |a Applications of machine learning in big-data analytics and cloud computing / |c edited by Subhendu Kumar Pani, Somanath Tripathy, George Jandieri, Sumit Kundu, Talal Ashraf Butt.

• 260 __ |a Gistrup, Denmark : |b River Publishers, |c 2022.

• 300 __ |a xxxii, 313 pages : |b illustrations (some color) ; |c 23 cm.

• 336 __ |a text |2 rdacontent

• 337 __ |a unmediated |2 rdamedia

• 338 __ |a volume |2 rdacarrier

• 490 1_ |a River Publishers series in information science and technology

• 504 __ |a Includes bibliographical references and index.

• 520 __ |a "Cloud Computing and Big Data technologies have become the new descriptors of the digital age. The global amount of digital data has increased more than nine times in volume in just five years and by 2030 its volume may reach a staggering 65 trillion gigabytes. This explosion of data has led to opportunities and transformation in various areas such as healthcare, enterprises, industrial manufacturing and transportation. New Cloud Computing and Big Data tools endow researchers and analysts with novel techniques and opportunities to collect, manage and analyze the vast quantities of data. In Cloud and Big Data Analytics, the two areas of Swarm Intelligence and Deep Learning are a developing type of Machine Learning techniques that show enormous potential for solving complex business problems. Deep Learning enables computers to analyze large quantities of unstructured and binary data and to deduce relationships without requiring specific models or programming instructions. This book introduces the state-of-the-art trends and advances in the use of Machine Learning in Cloud and Big Data Analytics. The book will serve as a reference for Data Scientists, systems architects, developers, new researchers and graduate level students in Computer and Data science. The book will describe the concepts necessary to understand current Machine Learning issues, challenges and possible solutions as well as upcoming trends in Big Data Analytics."--Publisher's website.

• 650 _0 |a Big data.

• 650 _0 |a Machine learning.

• 650 _0 |a Cloud computing.

• 700 1_ |a Pani, Subhendu Kumar, |d 1980- |e editor.

• 700 1_ |a Tripathy, Somanath, |e editor.

• 700 1_ |a Jandieri, George, |e editor.

• 700 1_ |a Kundu, Sumit, |e editor.

• 700 1_ |a Butt, Talal Ashraf, |e editor.

• 830 _0 |a River Publishers series in information science and technology.