Handbook of statistical analysis and data mining applications

The book Handbook of statistical analysis and data mining applications is a comprehensive professional reference book that guides business analysts, scientists, engineers and researchers (both academic and industrial) through all stages of data analysis, model building and implementation.

Handbook of statistical analysis and data mining applications

Nisbet, Robert

Elsevier Academic Press

2018

Abstract

The book Handbook of statistical analysis and data mining applications is a comprehensive professional reference book that guides business analysts, scientists, engineers and researchers (both academic and industrial) through all stages of data analysis, model building and implementation.

+ Part I: History of Phases of Data Analysis, Basic Theory, and the Data Mining Process

+ Part II: The Algorithms and Methods in Data Mining and Predictive Analytics and Some Domain Areas

+ Part III: Tutorials and Case Studies

+ Part IV: Model Ensembles, Model Complexity; Using the Right Model for the Right Use, Significance, Ethics, and The Future, and Advanced Processes

Citation

Nisbet, Robert. Handbook of statistical analysis and data mining applications. Elsevier Academic Press, 2018.

Collection

Bộ sưu tập Lĩnh vực Công nghệ Thông tin

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