Essentials of Big Data Analytics

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

• 1. Introduction to Big Data Analytics2. Mathematical Foundations3. Big Data Technologies and Programming4. Data Ingestion and Preprocessing5. Big Data Storage and Management6. Advanced MapReduce for Big Data Processing7. Machine Learning Techniques for Big Data Processing8. Mining Data Streams9. Case Studies and Practical Applications10. Hands-on Exercises and Tutorials with R, MapReduce, and Data Streams11. Emerging Trends and Future Directions