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This concise course in principled data analysis for the mathematically literate uses survey sampling and designed experiments as a... Læs mere
Topological data analysis (TDA) has emerged recently as a viable tool for analyzing complex data in applied domains. This comprehensive text covers the current... Læs mere
Present book covers new paradigms in Blockchain, Big Data and Machine Learning concepts including applications and case studies. It... Læs mere
Chunyan Li is a course instructor with many years of experience in teaching about time series analysis. His book is essential for... Læs mere
This book aims to build and prompt the field of Data Analytics towards decision making in terms of models and algorithms, theoretical concepts, applications,... Læs mere
This Element provides the working social scientist with an overview of the most common methods for text classification, an... Læs mere
The authors of Big Data with Hadoop MapReduce: A Classroom Approach have framed the book to facilitate understanding big data and MapReduce by... Læs mere
This book presents the developments in machine learning with data mining, and their influence in Industrial IoT 4.0 for cancer... Læs mere
Massive Graph Analytics provides a comprehensive introduction to massive graph analytics, featuring contributions from thought leaders across academia, industry, and government.... Læs mere