Description
Data Mining is the process of analyzing large amount of data in search of previously undiscovered business patterns. Data Warehousing is a relational/multidimensional database that is designed for Query and Analysis rather than Transaction Processing. This book provides a systematic introduction to the principles of Data Mining and Data Warehousing. It covers the entire range of data mining algorithms (prediction, classification, and association), data mining products and applications, stages. The book has been written in such a way that the concepts are explained in detail, giving adequate emphasis on examples. To make clarity on the topic, diagrams are given extensively throughout the text. The book discusses design issues for phases of mining in substantial depth. The stress is more on problem solving. Various Comprehensive coverage of various aspects of Data Mining and Warehousing concepts Strictly in accordance for the syllabus covered under B.E./ B.Tech. /MCA Simple language, crystal clear approach, straight forward comprehensible presentation Adopting user friendly classroom lecture style.
Dr. A. Vijaya is currently working as an Assistant Professor in Department of Computer Applications in Sri Meenakshi Govt Arts College for Women (Autonomous), Madurai. She has 24 years of teaching experience and 18 years of research experience. Her areas of specialization include Data mining, Social Network Mining, AI and ML, NLP and Information Retrieval. She published 6 books, 54 papers in International Journals, 3 papers in National Journals, 145 papers in International and National Conference Proceedings. She produced 7 Ph.D.s, and 8 M.Phil.s. She got the Best Teacher Award in the year 2023 by Aram Seiya Virumbu, Chennai. She received the Rathna Puraskar award in the year 2024. She acted in leadership positions such as Resource Person for Conferences and seminars, Jury, Convenor, IQAC Member, Member of Board of Studies, Doctoral Committee Member, CLP Nodal Officer, TRB Syllabus setter, TNPSC Examiner, TNPSC Question Setter, Valuation Coordinator, Chief Examiner, etc.
Ms. M. Leelavathi, M.C.A., M.Phil., MBA, is an accomplished Assistant Professor in the Department of Artificial Intelligence and Machine Learning at Sree Saraswathi Thyagaraja College (Autonomous). She also serves as the IQAC Coordinator, playing a key role in maintaining and enhancing academic quality standards.
With over 12 years of teaching experience in various prestigious colleges, she has built a strong foundation in academics and research. She completed her Master of Computer Applications (M.C.A.) and M.Phil. in Computer Science from Bharathiar University, Coimbatore. She pursued an MBA in Data Science and Analytics from Manipal University, India to strengthen her expertise in emerging technologies.
Dr. A. Nithya Rani is an Associate Professor in Computer Science at CMS College of Science and Commerce, Coimbatore, with 19 years of academic experience. Born and raised in Coimbatore, she holds UG.B.SD(CS),, PG(MCA), and M.Phil degrees from Bharathiar University and earned her Ph.D. from Manonmaniam Sundaranar University, Tirunelveli. Her areas of expertise include Data Mining and Soft Computing, and she has a strong interest in Information Technology. She is also actively involved in academic extension, handling classes for the SDE Online MBA program at Bharathiar University. With a commitment to academic excellence and innovation, she continually contributes to the growth of her students and the development of the department. Outside of her professional life, she enjoys reading and stays updated on emerging trends in IT and computer science.
ISBN: 9789394874985
Publisher: Book Pen Publishing
Number of Pages: 136
Dimensions: 6.00"x9.00"
Interior Pages: B&W
Binding:
Paperback (Perfect Binding)
Availability:
In Stock (Print on Demand)