000			03268nam a22003737a 4500
003			OSt
005			20260930111306.0
008			260930b |||||||| |||| 00| 0 eng d
020			_a9798893660807 [paperback]
040			_aUniversity of Cebu-Banilad _cUniversity of Cebu-Banilad
082			_b
100			_aBolton, Julio, _eauthor.
245			_aData analytics / _cJulio Bolton.
260			_aBrooklyn, NY : _bStates Academic Press, _cc2025.
300			_avi, 230 pages : _bcolored illustrations ; _c26 cm.
336			_2rdacontent _atext
337			_2rdamedia _aunmediated
338			_2rdacarrier _avolume
504			_aIncludes bibliographical references and index.
505			_aContents: Chapter 1 Big data and analytics: an overview -- Chapter 2 Data insights and analysis: key concepts and types -- Chapter 3 Advanced data analysis techniques -- Chapter 4 Clustering techniques for high-dimensional data -- Chapter 5 Data visualization: theories and methodologies -- Chapter 6 Big data analysis: tools and applications.
520			_a"Data analytics systematic examination, transformation, and modeling of data to uncover actionable insights and derive meaningful conclusions. Through the application of various analytical techniques, data analytics reveals trends and patterns that might otherwise remain hidden within large datasets. This valuable information can then be used to optimize processes, driving improvements in business or system performance. With its diverse approaches and methodologies, data analysis spans a wide range of fields, including business, science, and social sciences. It is a process of converting raw data into structured, useful information, which is then applied to inform decision-making. Data is often collected for purposes such as hypothesis testing, theory validation, or identifying new opportunities. Data analysis plays a crucial role in making decisions more informed and objective, enabling organizations to function more efficiently. This book unfolds the innovative aspects of data analytics which will be crucial for the holistic understanding of the subject matter. It aims to shed light on some of the unexplored aspects of the field. For all those who are interested in data analytics, this book can prove to be an essential guide. Julio Bolton attained his Master of Science in Data Mining and Predictive Analysis from St. John's University, United States. He has written 5 books and numerous articles in the diverse areas of data management, database systems and data pre- processing. He has won over 10 awards and recognitions for his researches and teaching service. Bolton has also been an invited speaker at various international computer science conferences across Europe, Canada, United States and Asia." --Backcover
521			_aAdult
541			_xOrtega, Eric _yCollege of Computer Studies _zComputer Science
546			_aText in English
650			_aQuantitative research.
650			_aData sets.
650			_aBig data.
650			_aInformation visualization.
650			_aData mining.
650			_aInformation science.
650			_aVisual analytics.
942			_2ddc _cBK
998			_cJanna [new] _d09/30/2026
999			_c15702 _d15702