Description
Principal Component Analysis is an essential academic resource for advanced students and researchers working in statistics, data science, and machine learning. Published by IntechOpen, this comprehensive 302-page volume brings together expert contributions that explore both the theoretical foundations and practical applications of PCA methodology. The book covers dimensionality reduction techniques, multivariate data analysis, pattern recognition, and real-world case studies across various scientific disciplines. Ideal for postgraduate students, PhD researchers, and professionals seeking an in-depth understanding of PCA beyond introductory treatments, this textbook bridges the gap between mathematical theory and applied implementation. Whether you’re working on bioinformatics projects, signal processing, image analysis, or statistical modeling, this volume provides the rigorous framework needed to master one of the most powerful techniques in modern data analysis.
- Print length: 302 pages
- Language: English
- Publisher: Intech
- Publication date: 1 January 2016
- Dimensions: 20.3 x 25.4 x 4.7 cm
- ISBN-10: 9789535115632
- ISBN-13: 978-9535115632
Frequently Asked Questions
What is Principal Component Analysis textbook by Intech about?
This comprehensive academic textbook explores Principal Component Analysis (PCA) methodology, covering theoretical foundations, mathematical frameworks, and practical applications across multiple scientific disciplines. It’s designed for advanced students and researchers working in statistics, machine learning, and data science.
Who should buy the Principal Component Analysis textbook?
This book is ideal for postgraduate students, PhD researchers, data scientists, and professionals in statistics, machine learning, bioinformatics, and engineering fields. It’s particularly valuable for those seeking an advanced, research-oriented understanding of PCA beyond introductory material.
Is Principal Component Analysis textbook available online in India?
Yes, you can buy the Principal Component Analysis textbook online in India from The Bookish Owl at ₹8860. It’s a 302-page English language edition published by Intech, and is currently in stock for immediate delivery.
What topics are covered in this PCA textbook?
The textbook covers dimensionality reduction techniques, multivariate data analysis, pattern recognition, statistical modeling, and practical PCA applications in fields like bioinformatics, signal processing, and image analysis. It provides both mathematical theory and real-world case studies.
How many pages is the Principal Component Analysis book by Intech?
The Principal Component Analysis textbook published by Intech contains 302 pages. It measures 20.3 x 25.4 cm and was published on January 1, 2016.
