Cognitive Science, Computational Intelligence, and Data Analytics
Morgan Kaufmann Publishers In (Verlag)
978-0-443-16078-3 (ISBN)
The authors cover the history and evolution of cognitive analytics, methodological concerns in philosophy, syntax and semantics, understanding of generative linguistics, theory of memory and processing theory, structured and unstructured data, qualitative and quantitative data, measurement of variables, nominal, ordinals, intervals, and ratio scale data. The content in this book is tailored to the reader's needs in terms of both type and fundamentals, including coverage of multivariate analysis, CRISP methodology and SEMMA methodology. Each chapter provides practical, hands-on learning with real-world applications, including case studies and Python programs related to the key concepts being presented.
Vikas Khare, PhD, is an associate professor in the School of Technology, Management and Engineering, NMIMS, India, and is a certified energy manager in the Bureau of Energy Efficiency in India. He is a fellow member of Scholars Academic and Scientific Society, India. Dr. Khare’s main research interests are renewable energy systems, data analysis, artificial intelligence, optimization techniques, game theory, and big data. Sanjeet Kumar Dwivedi, PhD, is an adjunct professor at Curtin University, Perth, Australia and is working as a scrum master and senior R&D engineer in control engineering, application, and motor control for Danfoss Power Electronics, Graasten, Denmark since 2008, where he is conducting research on new control techniques in power electronics and motor drives. He has authored more than 40 technical papers and holds 3 international patents.
1. Foundations of Analytics
2. Foundations of Cognitive Science
3. Data Theory and Taxonomy of Data
4. Multivariate Data Analytics and Cognitive Analytics
5. Artificial Intelligence and Machine Learning Applications in Data Analysis
6. Data Analysis Applications and Methodology
Erscheint lt. Verlag | 10.6.2024 |
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Verlagsort | San Francisco |
Sprache | englisch |
Maße | 191 x 235 mm |
Gewicht | 450 g |
Themenwelt | Mathematik / Informatik ► Informatik ► Datenbanken |
ISBN-10 | 0-443-16078-3 / 0443160783 |
ISBN-13 | 978-0-443-16078-3 / 9780443160783 |
Zustand | Neuware |
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