Recent Trends and Future Direction for Data Analytics

Recent Trends and Future Direction for Data Analytics

Release Date: May, 2024|Copyright: © 2024 |Pages: 350
DOI: 10.4018/979-8-3693-3609-0
ISBN13: 9798369336090|ISBN13 Softcover: 9798369348963|EISBN13: 9798369336106
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Description & Coverage
Description:

In an increasingly data-centric world, scholars and practitioners grapple with the complexities of harnessing data analytics effectively across various industries. The challenge lies in navigating the rapid evolution of methodologies, identifying emerging trends, and understanding the nuanced applications of data analytics in real-world scenarios. This gap between theory and practice inhibits academic progress. It hampers industry innovation, leaving stakeholders needing help to leverage data to its full potential.

Recent Trends and Future Direction for Data Analytics presents a compelling solution. By delving into real-world case studies spanning supply chain management, marketing, healthcare, and finance, this book bridges the gap between theory and practice, offering invaluable insights into the practical applications of data analytics. A systematic exploration of fundamental concepts, advanced techniques, and specialized topics equips scholars, researchers, and industry professionals with the knowledge and tools needed to navigate the complexities of data analytics with confidence.

This book is designed as a comprehensive resource for academia and industry alike. It serves as a roadmap for understanding the current state of data analytics and anticipating its future trajectories. By offering a blend of theoretical foundations and practical applications, it empowers readers to unlock the full potential of data analytics, driving innovation, informed decision-making, and transformative change across diverse sectors.

Coverage:

The many academic areas covered in this publication include, but are not limited to:

  • Advanced Analytics Techniques
  • Big Data Analytics
  • Case Studies
  • Classification
  • Clustering
  • Data Ethics
  • Data Preparation
  • Exploratory Data Analysis
  • Future Trends
  • Natural Language Processing
  • Predictive Analytics
  • Regression Analysis
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Editor/Author Biographies

Aparna Kumari is associated with the Department of Computer Science and Engineering, Institute of Technology, Nirma University, Ahmedabad, Gujarat, India. She is having more than 12+ years of experience and focuses on cutting-edge research and teaching. Her broad research area includes Smart Grid Systems, Blockchain Technology, Electric Vehicles, and Renewable Energy Sources. Recently, She has won Shri P Prahlaad Chabaria Award-2023 for Best women Profession- as a Runner up from Hope foundation, IEEE India council, IEEE affinity group, IEEE pune section and WIE. She has been listed in the world's Top 2% Scientists as per the list published by Stanford University’s USA in the years 2021,2022, and 2023. Two of her novel works on COVID-19 have been approved by the WHO and included in their “COVID-19 Global literature on coronavirus disease” database. She authored/coauthored 40 publications (28 in peer-reviewed SCI-indexed International journals, 10 papers presented in top-tier IEEE International conferences, and 02 book chapters in Springer and IET). She is an active member of IEEE and Women in Engineering (WIE) India. She strives to contribute to society through her outreach to societal projects. She aims to facilitate access to resources for underprivileged students.

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