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English
Morgan Kaufmann Publishers In
23 January 2026
Essentials of Big Data Analytics
By:   , , , , , , ,
Imprint:   Morgan Kaufmann Publishers In
Country of Publication:   United States
Dimensions:   Height: 276mm,  Width: 216mm, 
Weight:   450g
ISBN:   9780443452062
ISBN 10:   0443452067
Pages:   340
Publication Date:  
Audience:   Professional and scholarly ,  Undergraduate
Format:   Paperback
Publisher's Status:   Active
1. Introduction to Big Data Analytics 2. Mathematical Foundations 3. Big Data Technologies and Programming 4. Data Ingestion and Preprocessing 5. Big Data Storage and Management 6. Advanced MapReduce for Big Data Processing 7. Machine Learning Techniques for Big Data Processing 8. Mining Data Streams 9. Case Studies and Practical Applications 10. Hands-on Exercises and Tutorials with R, MapReduce, and Data Streams 11. Emerging Trends and Future Directions

Dr. Pallavi Vijay Chavan is Professor and head-IT at Ramrao Adik Institute of Technology, D. Y. Patil Deemed to be University, Navi Mumbai, MH, India. She has been in academia for the past 20 years working in the area of computing theory, data science, and network security. In her academic journey, she has published research work in the data science and security domain with reputed publishers including Springer, Elsevier, CRC Press, and Inderscience. Dr. Kalyani Pampattiwar is an Associate Professor at SIES Graduate School of Technology, Navi Mumbai, MH, India, with 21 years of experience in academia, specializing in blockchain, information security, and network security. She earned her doctoral degree in 2023 from D. Y. Patil Deemed to be University, Navi Mumbai, MH, India. Her research contributions include publications in prestigious international journals, conferences by Inderscience, Springer, and IEEE, as well as book chapters with reputed publishers such as Springer, Elsevier, etc. She has received Swayam’s “NPTEL Discipline Star” award. Dr. Ramchandra Mangrulkar is a Professor of Information Technology department in Dwarkadas Sanghvi College of Engineering and has 24 years of teaching experience in the field of intelligent systems and security. He completed his M.Tech. in Computer Science and Engineering from NIT Rourkela. He completed his Ph.D. in Information Security at SGBAU, Amravati. He is the recipient of grants from UGC as well as AICTE

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