Multivariate Analysis and Machine Learning Techniques

Language: English

Published by Springer, Springer Mai 2025, 2025

9819903521 / 9789819903528

Series: Book 14 of 16 - Transactions on Computer Systems and Networks

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This item is printed on demand - Print on Demand Titel. Neuware -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.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 464 pp. Englisch.

Seller Inventory # 9789819903528

Title
Multivariate Analysis and Machine Learning Techniques
Author
Srikrishnan Sundararajan
Publisher
Springer, Springer Mai 2025
Publication year
2025
Condition
Neu
Binding
Buch
Language
English
ISBN 10
9819903521
ISBN 13
9789819903528
Item weight
940 grams
Dimensions
241x160x29 mm
Series
Book 14 of 16: Transactions on Computer Systems and Networks

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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