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Multivariate Analysis and Machine Learning Techniques: Feature Analysis in Data Science Using Python (Transactions on Computer Systems and Networks) book cover by Srikrishnan Sundararajan
Hardcover

Multivariate Analysis and Machine Learning Techniques: Feature Analysis in Data Science Using Python (Transactions on Computer Systems and Networks)

by Srikrishnan Sundararajan

$87.99 / copy at 25+ copies As low as $85.99 at 100+Your best volume price

Hardcover · 435 pages Springer Nature Singapore · 2025

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Hardcover
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About the book

Multivariate Analysis and Machine Learning Techniques

This book offers a comprehensive first-level introduction to data analytics. The book covers multivariate analysis, AI / ML, and other computational techniques for solving data analytics problems using Python. The topics covered include (a) a working introduction to programming with Python for data analytics, (b) an overview of statistical techniques – probability and statistics,  hypothesis testing, correlation and regression, factor analysis, classification (logistic regression, linear discriminant analysis, decision tree, support vector machines, and other methods), various clustering techniques, and survival analysis, (c) introduction to general computational techniques such as market basket analysis, and social network analysis, and (d) machine learning and deep learning.
  
Many academic textbooks are available for teaching statistical applications using R, SAS, and SPSS. However, there is a dearth of textbooks that provide a comprehensiveintroduction to the emerging and powerful Python ecosystem, which is pervasive in data science and machine learning applications.   

The book offers a judicious mix of theory and practice, reinforced by over 100 tutorials coded in the Python programming language. The book provides worked-out examples that conceptualize real-world problems using data curated from public domain datasets. It is designed to benefit any data science aspirant, who has a basic (higher secondary school level) understanding of programming and statistics. The book may be used by analytics students for courses on statistics, multivariate analysis, machine learning, deep learning, data mining, and business analytics. It can be also used as a reference book by data analytics professionals.



The book, Multivariate Analysis and Machine Learning Techniques: Feature Analysis in Data Science Using Python (Transactions on Computer Systems and Networks) [Bulk, Wholesale, Quantity] ISBN#9789819903528 in Hardcover by Srikrishnan Sundararajan may be ordered in bulk quantities. Minimum starts at 25 copies. Availability based on publisher status and quantity being ordered.

Details

Publisher
Springer Nature Singapore
Author
Srikrishnan Sundararajan
Format
Hardcover
Published
May 30, 2025
ISBN-13
9789819903528
Pages
435
Printing
Printed on demand
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Multivariate Analysis and Machine Learning Techniques in bulk: pricing

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CopiesPrice per copyYou save
25 – 49 $87.99 12% off list
50 – 99 $86.99 13% off list
100+ $85.99 14% off list
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