Data Science for Modeling Managerial and Socioeconomic Problems : Concepts, T...
by Deep Mukherjee
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Data Science for Modeling Managerial and Socioeconomic Problems : Concepts, Techniques, and Applications, Hardcover by Hamid, Faiz (EDT); Mukherjee, Deep (EDT), ISBN 981979059X, ISBN-13 9789819790593, Like New Used, Free shipping in the US This book leverages statistical analysis, data mining, and machine learning techniques to address managerial and socioeconomic problems. With the advent of modern technologies, massive amount of data, especially big data, proliferate from business transactions and users. Consequently, there is an ever-increasing demand for analyzing the data and gaining valuable insights. This book comprises 15 chapters: the first ten chapters cover methods from Statistics and Econometrics, while the next five chapters delve into selected Machine Learning techniques. By bringing together the expertise of eminent researchers from reputed universities worldwide, this volume provides a cohesive guide to understanding and applying data science methodologies to real-world problems. Th assumes basic knowledge of probability and statistics. Each chapter presents a blend of theoretical insights and practical case studies, ensuring that readers not only learn the techniques but also see their relevance and implementation in real-world scenarios. The chapters not only cover the theoretical underpinnings in a student-friendly language but also provide step-by-step guides for implementation using various software tools such as R, Python, Matlab, and SPSS. This is to in
- Publisher: Springer
- Year: 2025
- Binding: Hardcover
- ISBN: 9789819790593
- Condition: Fine
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