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Multivariate Analysis and Machine Learning Techniques: Feature Analysis in Data Science Using Python Srikrishnan Sundararajan ebook

• Page: 435
• Format: pdf / epub / kindle
• ISBN: 9789819903528
• Publisher: Springer Nature Singapore

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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...