Cognitive Science, Computational Intelligence, and Data Analytics: Methods and Applications with Python - eBook **Cognitive Science, Computational Intelligence, and Data Analytics: Methods and Applications with Python**

*First Edition*
**Authors:** Vikas Khare, Sanjeet Kumar Dwivedi, Monica Bhatia
**Publisher:** Morgan Kaufmann
**ISBN-10:** 0443160791, 0443160783
**ISBN-13:** 978-0443160790, 978-0443160783
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This book serves as an essential guide to foundational concepts in data analysis, cognitive science, and computational intelligence, including artificial intelligence and machine learning. It emphasizes core methodologies and tools that can be applied across various data analysis techniques such as mathematical programming, evolutionary simulation, machine learning, and logic-based models.
Readers explore both theoretical and practical aspects of cognitive science and data analytics, covering structured and unstructured data, qualitative and quantitative measures, and foundational methodologies like CRISP and SEMMA. The text includes hands-on learning with real-world applications, case studies, and Python programming examples to ensure effective knowledge application.
- Demystifies data analytics theory with a step-by-step approach
- Introduces key techniques like CRISP-DM, SEMMA, and Object Detection Models within computational intelligence
- Covers multivariate and cognitive data analytics including factor analysis, principal components, and regression methods
- Provides examples and case studies integrating algorithms, mathematics, and Python code
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Available for download, please email ideven.95@gmail.com