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This book focuses on different algorithms and models related to AI, big data, and IoT used for various... Læs mere
This book describe the applications of bioinformatics, data management and computational techniques in clinical studies and drug discovery... Læs mere
For graduate students, practitioners, and sophisticated users, this book offers a tutorial approach to the foundations of random matrix theory for machine... Læs mere
This textbook provides faculty the major concepts and cases to include in a class on the ethics of data analytics. The book is distinct as it focuses on... Læs mere
This open access book presents the foundations of the Big Data research and innovation ecosystem and the associated enablers that facilitate delivering value from data for business and society.
This book gathers a collection of high-quality peer-reviewed research papers presented at the International... Læs mere
This book teaches basic techniques for produce visualizations of tables, time series, maps, text, and... Læs mere
This text explores a diverse set of data science topics through a mathematical lens, helping mathematicians become acquainted with data science in... Læs mere
The author explains the internal logic embodied in the Python language so that readers can get into the Python mindset and make better design choices in their codes, which is especially helpful for newcomers to both Python and data analysis.
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
Chunyan Li is a course instructor with many years of experience in teaching about time series analysis. His book is essential for... Læs mere