02695cam a2200277 i 4500 PIMLIB 20240831103733.0 240831b en ||||| |||| 00| 0 eng d 2022045769 9781774910528 (hardcover) 9781774910535 (paperback) 9781003284543 (ebook) QA76.9.B45 .R44 2023 Research practitioner's handbook on big data analytics / S. Sasikala, PhD, D. Renuka Devi, Raghvendra Kumar, PhD, editor. First edition. Palm Bay, FL, USA : Apple Academic Press, 2023. 291 pages : illustrations (some color) ; 23 cm Includes bibliographical references and index. "With the growing interest in and use of big data analytics in many industries and in many research fields around the globe, this new volume addresses the need for a comprehensive resource on the core concepts of big data analytics along with the tools, techniques, and methodologies. The book gives the why and the how of big data analytics in an organized and straightforward manner, using both theoretical and practical approaches. The book's authors have organized the contents in a systematic manner, starting with an introduction and overview of big data analytics and then delving into pre-processing methods, feature selection methods and algorithms, big data streams, and big data classification. Such terms and methods as swarm intelligence, data mining, the bat algorithm and genetic algorithms, big data streams, and many more are discussed. The authors explain how deep learning and machine learning along with other methods and tools are applied in big data analytics. The last section of the book presents a selection of illustrative case studies that show examples of the use of data analytics in industries such as health care, business, education, and social media. Research Practitioner's Handbook on Big Data Analytics will be a valuable addition to the libraries of practitioners in data collection in many industries along with research scholars and faculty in the domain of big data analytics. The book can also serve as a handy textbook for courses in data collection, data mining, and big data analytics"-- Provided by publisher. Big data. 45752 0033 ศิลปศาสตรบัณฑิต สาขาภาษาอังกฤษเพื่อการสื่อสารทางธุรกิจ CEB (ป.ตรี) Sasikala, S., 1970- editor. Devi, D. Renuka, 1980- editor. Kumar, Raghvendra, 1987- editor. lcc BK 0 1001243 1001243 0 0 lcc 0 0 BKE PIMLIB PIMLIB GEN-EN 2024-08-31 เอ.ที.บุ๊ค 8060.00 01300000150925 12 0 QA76.9.B45 .R44 2023 32550000518830 2024-08-31 6851.00 2024-08-31 BK