Applications of Machine Learning in Big-Data Analytics and Cloud Computing
Subhendu Kumar Pani, Somanath Tripathy, George Jandieri, Sumit Kundu, Talal Ashraf Butt, Subhendu Kumar Pani, Somanath Tripathy, George Jandieri, Sumit Kundu, Talal Ashraf Butt
- 300 pagine
- English
- PDF
- Disponibile su iOS e Android
Applications of Machine Learning in Big-Data Analytics and Cloud Computing
Subhendu Kumar Pani, Somanath Tripathy, George Jandieri, Sumit Kundu, Talal Ashraf Butt, Subhendu Kumar Pani, Somanath Tripathy, George Jandieri, Sumit Kundu, Talal Ashraf Butt
Informazioni sul libro
Cloud Computing and Big Data technologies have becomethe new descriptors of the digital age. The global amount of digital data hasincreased more than nine times in volume in just five years and by 2030 itsvolume may reach a staggering 65 trillion gigabytes. This explosion of data hasled to opportunities and transformation in various areas such as healthcare, enterprises, industrial manufacturing and transportation. New Cloud Computingand Big Data tools endow researchers and analysts with novel techniques andopportunities to collect, manage and analyze the vast quantities of data.
In Cloud and Big Data Analytics, Swarm Intelligence andDeep Learning are two developing type of Machine Learning techniques that showenormous potential for solving complex business problems. Deep Learning enablescomputers to analyze large quantities of unstructured and binary data and todeduce relationships without requiring specific models or programminginstructions.
This book introduces the state-of-the-art trends andadvances in the use of Machine Learning in Cloud and Big Data Analytics. Thebook will serve as a reference for data scientists, systems architects, developers, new researchers and graduate level students in Computer and DataScience. The book will describe the concepts necessary to understand currentMachine Learning issues, challenges and possible solutions as well as upcomingtrends in Big Data Analytics.