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Data Analytics using Machine Learning Techniques on Cloud Platforms

Data Analytics using Machine Learning Techniques on Cloud Platforms

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

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O titule

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.

Podrobnosti

Vydavateľ
CRC Press
Jazyk
EN
Formát
EPUB
Vydané
ISBN
9781040411018
Ochrana súboru
Vodoznak — otvorí sa v každej čítačke, bez ďalšieho účtu