TY  - BOOK
AU  - Rawat,Seema
AU  - Ahuja,Neelu Jyothi
AU  - Katal,Avita
AU  - Kumar,Praveen
AU  - Shabana Urooj
TI  - Data analytics using machine learning techniques on cloud platforms
SN  - 9781032491462
U1  - 006.31 
PY  - 2026///
CY  - Boca Raton
PB  - CRC Press
KW  - Machine learning
KW  - Big data
KW  - Cloud computing
N1  - Includes bibliographical references and index
N2  - 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
ER  -