Data Analytics using Machine Learning Techniques on Cloud Platforms

£55.99

Data Analytics using Machine Learning Techniques on Cloud Platforms

Computational and corpus linguistics Coding theory and cryptology Automatic control engineering Information technology: general topics Programming and scripting languages: general Software Engineering Data mining Computer security Artificial intelligence

Authors: Seema Rawat, Neelu Jyothi Ahuja, Avita Katal, Praveen Kumar, Shabana Urooj

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Language: English

Published by: Chapman and Hall/CRC

Published on: 23rd September 2025

Format: LCP-protected ePub

ISBN: 9781040411018


Data Analytics using Machine Learning Techniques on Cloud Platforms examines how machine learning and cloud computing combine to drive data-driven decision-making across industries. Covering ML techniques, cloud-based analytics tools, and security concerns, this book provides theoretical foundations and real-world applications in fields like healthcare, logistics, and e-commerce. It also addresses security challenges, privacy concerns, and compliance frameworks, ensuring a comprehensive understanding of cloud-based analytics.

  • Covers supervised and unsupervised learning, including regression, clustering, classification, and neural networks.
  • Discusses Hadoop, Spark, Tableau, Power BI, and Splunk for analytics and visualisation.
  • Examines how cloud computing enhances scalability, efficiency, and automation in data analytics.
  • Showcases ML-driven solutions in e-commerce, supply chain logistics, healthcare, and education.

This book is an essential resource for students, researchers, and professionals who seek to understand and apply ML-driven cloud analytics in real-world scenarios.

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