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Mastering Data Science Using R Programming: Unleashing Insights with R

Mastering Data Science Using R Programming: Unleashing Insights with R

Autor: Venkataramana Batula, Krishna Prasad A. V

Wydane przez BS Publications

English 162 stron 2025 ISBN 9789348734846
Szacowany czas czytania: 2 godz. 58 min
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O tej książce

n "Mastering Data Science Using R Programming," embark on a comprehensive journey through the fundamental concepts and techniques of data science. Designed as a practical guide for students and professionals alike, this textbook breaks down the intricacies of data science into seven units. From delving into Linear Algebra and Eigenvalues to exploring Random Variables and Hypothesis Testing, each unit builds upon the last to create a seamless learning experience. Dive into the world of R Programming, mastering Variables, Functions, Control Structures, and Simulation. With insights into Classification, Clustering, Association Rule Mining, and real-world Case Studies, this book equips you with the tools to apply data science effectively. Clear explanations and relevant examples make complex topics easily digestible, ensuring that you emerge well-versed in the art of data science. "Mastering Data Science Using R Programming" is a must-have resource for aspiring data scientists eager to excel in this dynamic field. Start your journey to mastery today! Contents: 1.    Introduction to Data Science2.    Foundations of Statistical Analysis3.    Predictive Modelling4.    Introduction to R Programming5.    Classification and Clustering6.    Association Rule Mining7.    Additional Experiments8.    Real-world Data Science Case Studies About the Authors:Venkataramana Battula (VB) is an Assistant Professor in the Department of Computer Science and Engineering at Maturi Venkata Subbarao (MVSR) Engineering College in Hyderabad. With over 18 years of teaching experience, he specializes in Data Mining, Data Analytics, Data Science, Machine Learning, and Natural Language Processing (NLP). VB has an extensive academic background, presenting papers at various conferences and contributing articles to respected journals. He actively engages with professional organizations like ISTE and CSI demonstrating his commitment to academia. VB is dedicated to exploring emerging technologies through his research endeavors, showcasing a passion for innovation and advancement in the field of computer science and engineering. Dr. A V Krishna Prasad is an accomplished educator with over 24 years of experience in fostering innovative and engaging learning environments. He holds a Ph.D. from Sri Venkateshwara University and an MTech in CSE from JNTUH. Currently, he serves as a Professor in the IT Department at MVSR Engineering College, Hyderabad. He is also the Secretary of the CSI Hyderabad Chapter (2022-24) and the Chairman of the Technical Programming Committee for IETE Hyderabad. Dr. Prasad is a recognized Research Supervisor for JNTUH, Osmania University, and KL University. He has supervised four PhD graduates and is mentoring four more. He has published over 75 research papers and authored notable books on Big Data and Cloud Computing.  Additionally, he is a sought-after keynote speaker and session chair at various conferences, and he has received accolades for his teaching excellence, including a Gold Medal in MCA Course. His research interests include Database Systems, Big Data Analytics, Data Science, IoT, and more.

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Audience
adults
Język
English
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