Multivariate Analysis and Machine Learning Techniques: Feature Analysis in Data Science Using Python
Author:   Srikrishnan Sundararajan
Publisher:   Springer Verlag, Singapore
Edition:   2024 ed.
ISBN:  

9789819903528


Pages:   435
Publication Date:   30 May 2025
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Multivariate Analysis and Machine Learning Techniques: Feature Analysis in Data Science Using Python


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Author:   Srikrishnan Sundararajan
Publisher:   Springer Verlag, Singapore
Imprint:   Springer Verlag, Singapore
Edition:   2024 ed.
ISBN:  

9789819903528


ISBN 10:   9819903521
Pages:   435
Publication Date:   30 May 2025
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Chapter 1: Introduction.- Chapter 2: Python for Data Analytics – A Quick Tour.- Chapter 3: Probability.- Chapter 4: Statistical Concepts.- Chapter 5: Correlation and Regression.- Chapter 6: Classification.- Chapter 7: Factor Analysis.- Chapter 8: Cluster Analysis.- Chapter 9: Survival Analysis.- Chapter 10: Computational Techniques.- Chapter 11: Machine Learning.

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Author Information

Dr. Srikrishnan Sundararajan Ph.D. in Computer Applications, is a retired senior professor of business analytics, Loyola institute of business administration, Chennai, India. He has held various tenured and visiting professorships in business analytics, and computer science for over 10 years, which includes institutions such as Kerala University of Digital Sciences, Innovation and Technology; LM Thapar School of Management; Agni College of Technology; and SCMS-Cochin. He has 25 years of experience as a consultant in the information technology industry in India and the USA, in information systems development and technology support. As an IT consultant, he has guided multi-cultural teams working from the USA, UK as well as India. He has worked with Tata Consultancy Services, Covansys Inc. USA, UST Global, and HCL Technologies Ltd., where he has contributed to software application development and the centre of excellence for technology.

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