Applications of Machine Learning in Big-Data Analytics and Cloud Computing

Applications of Machine Learning in Big-Data Analytics and Cloud Computing
Author :
Publisher : CRC Press
Total Pages : 346
Release :
ISBN-10 : 9781000793550
ISBN-13 : 1000793559
Rating : 4/5 (50 Downloads)

Book Synopsis Applications of Machine Learning in Big-Data Analytics and Cloud Computing by : Subhendu Kumar Pani

Download or read book Applications of Machine Learning in Big-Data Analytics and Cloud Computing written by Subhendu Kumar Pani and published by CRC Press. This book was released on 2022-09-01 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


Applications of Machine Learning in Big-Data Analytics and Cloud Computing Related Books

Applications of Machine Learning in Big-Data Analytics and Cloud Computing
Language: en
Pages: 346
Authors: Subhendu Kumar Pani
Categories: Technology & Engineering
Type: BOOK - Published: 2022-09-01 - Publisher: CRC Press

DOWNLOAD EBOOK

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 tim
Advanced Deep Learning Applications in Big Data Analytics
Language: en
Pages: 351
Authors: Bouarara, Hadj Ahmed
Categories: Computers
Type: BOOK - Published: 2020-10-16 - Publisher: IGI Global

DOWNLOAD EBOOK

Interest in big data has swelled within the scholarly community as has increased attention to the internet of things (IoT). Algorithms are constructed in order
Cloud Computing for Machine Learning and Cognitive Applications
Language: en
Pages: 626
Authors: Kai Hwang
Categories: Computers
Type: BOOK - Published: 2017-06-16 - Publisher: MIT Press

DOWNLOAD EBOOK

The first textbook to teach students how to build data analytic solutions on large data sets using cloud-based technologies. This is the first textbook to teach
Big Data, IoT, and Machine Learning
Language: en
Pages: 319
Authors: Rashmi Agrawal
Categories: Computers
Type: BOOK - Published: 2020-09-01 - Publisher: CRC Press

DOWNLOAD EBOOK

The idea behind this book is to simplify the journey of aspiring readers and researchers to understand Big Data, IoT and Machine Learning. It also includes vari
Big-Data Analytics for Cloud, IoT and Cognitive Computing
Language: en
Pages: 432
Authors: Kai Hwang
Categories: Computers
Type: BOOK - Published: 2017-03-17 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

The definitive guide to successfully integrating social, mobile, Big-Data analytics, cloud and IoT principles and technologies The main goal of this book is to