“Mastering Big Data Analytics with Hadoop” offers a comprehensive theoretical exploration of big data and its analytics through the lens of the Hadoop ecosystem. This book begins by defining big data, examining its characteristics, and discussing the challenges it poses across various sectors.
Readers will gain a deep understanding of Hadoop’s architecture, including the roles of HDFS (Hadoop Distributed File System) and MapReduce in managing and processing extensive datasets. The text delves into essential concepts of data processing, contrasting batch processing with stream processing while emphasizing the importance of data ingestion, cleaning, and transformation.
Furthermore, the book explores various analytical frameworks and tools that enhance Hadoop’s capabilities, such as Hive, Pig, and Spark, detailing their theoretical foundations and applications. It also addresses statistical methods and algorithms commonly employed in big data analytics, including regression, clustering, and classification.
In addition to technical aspects, the book discusses data governance, privacy, and ethical considerations, underscoring their significance in the realm of big data analytics. This resource is ideal for anyone seeking a solid theoretical foundation in big data and Hadoop, paving the way for practical application and advanced study.
Mastering Big Data Analytics with Hadoop: From Basics to Advanced Techniques
Estimated delivery dates: Mar 27, 2026 - Apr 1, 2026
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Dr. Brinthakumari S, B.E., M.Tech., Ph.D. (Information Technology), is an Associate Professor at New Horizon Institute of Technology and Management, Thane, Maharashtra. With over 10 years of teaching experience in Computer Engineering, she is passionate about teaching, researching, and mentoring students in the field of computer science .
Mrs.Radhika Ajit Patil,B.E,M.E(computer engineering) Currently working as an Assistant Professor in the Department of Computer Engineering, New Horizon Institute of Technology & Management, Thane,Maharashtra.She has around 5 Years of experience in the field of Teaching.
P.M. Siva Raja received his B.Tech. degree in Information Technology from Anna University, Chennai, India in 2005 and M.Tech. degree in Computer and Information Technology from Manonmaniam Sundaranar University, Tirunelveli, India in 2009, Ph D. degree in Computer Science and Engineering from Sathyabama Institute of Science and Technology, Chennai, India in 2018.
Dr. K. Jagadeesh, M.E, Ph.D. Currently working as an Assistant Professor in the Department of Computer Science & Engineering, School of Computing, Vel Tech University, Tamil Nadu. He is Completed a Ph.D. where he is interested in Artificial Intelligence and Big Data.
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