Rawat S Data Analytics using Machine Learning Techniques Cloud Platforms 2026
General:
Name: Rawat S Data Analytics using Machine Learning Techniques Cloud Platforms 2026
Format: pdf
Size: 4.06 MB
Book:
Title: Data Analytics using Machine Learning Techniques on Cloud Platforms
Author: Seema Rawat
Language: angielski
Year: 2025
Subjects: Computers, Database Management, Internet Related Databases
Publisher: CRC Press
ISBN: 9781040411018
Total pages: 204
Description:
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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