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Data Analytics Using Machine Learning Techniques on Cloud Platforms
Hardcover
ISBN13: 9781032491462
Publisher: CRC Press
Published: Sep 22 2025
Pages: 184
Weight: 1.02
Height: 0.50 Width: 6.14 Depth: 9.21
Language: English
Data Analytics using Machine Learning Techniques on Cloud Platforms examines how machine learning (ML) and cloud computing combine to drive data-driven decision-making across industries. Covering ML techniques, loud-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.
This book:
- Covers supervised and unsupervised learning, including regression, clustering, classification and neural networks
- Discusses Hadoop, Spark, Tableau, Power BI and Splunk for analytics and visualization
- 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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