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The first book to present the common mathematical foundations of big data analysis across a range of applications and technologies.
Today, the volume, velocity, and variety of data are increasing rapidly across a range of fields, including Internet search, healthcare, finance, social media, wireless devices, and cybersecurity. Indeed, these data are growing at a rate beyond our capacity to analyze them. The tools--including spreadsheets, databases, matrices, and graphs--developed to address this challenge all reflect the need to store and operate on data as whole sets rather than as individual elements. This book presents the common mathematical foundations of these data sets that apply across many applications and technologies. Associative arrays unify and simplify data, allowing readers to look past the differences among the various tools and leverage their
The first book to present the common mathematical foundations of big data analysis across a range of applications and technologies.Today, the volume, velocity, and variety of data are increasing rapidly across a range of fields, including Internet search, healthcare, finance, social media, wireless
This comprehensive textbook teaches the fundamentals of database design, modeling, systems, data storage, and the evolving world of data warehousing, governance and more. Written by experienced educators and experts in big data, analytics, data quality, and data integration, it provides an
Offers a look at using charts and graphs to organize data. This title reinforces learning of key science and geography
Why does the World Need--Excel Data Analysis, Modeling, and Simulation? When spreadsheets ?rst became widely available in the early 1980s, it spawned a revolution in teaching. What previously could only be done with arcane software and large scale computing was now available to the common-man, on a
This book provides users with cutting edge methods and technologies in the area of big data and visual analytics, as well as an insight to the big data and data analytics research conducted by world-renowned researchers in this field. The authors present comprehensive educational resources on big
This book presents a practical framework for the application of big data, cloud, and pervasive and complex systems to sustainable solutions for urban environmental
In the age of big data and digital distribution, when news travel ever further and faster and media outlets compete for a fleeting slice of online attention, information graphics have swept center stage. At once nuanced and neat, they distill abstract ideas, complex statistics, and cutting-edge
In this profound and hopeful book, a mathematician and celebrated teacher shows how mathematics may help all of us--even the math-averse--to understand and cope with grief. We all know the euphoria of intellectual epiphany--the thrill of sudden understanding. But coupled with that excitement is a
Provides a complete coverage of core linear algebra topics, including vectors and matrices, systems of linear equations, general vector spaces, linear transformations, eigenvalues, and eigenvectors. All results are carefully, clearly, and rigorously proven. The exposition is very
Biology has entered the age of Big Data. A technical revolution has transformed the field, and extracting meaningful information from large biological data sets is now a central methodological challenge. Algebraic topology is a well-established branch of pure mathematics that studies qualitative
A rethink of everything you thought you knew about data, privacy and the future of Big Tech. Good Data examines the incredible new ways this information explosion is already helping us, and explains why the best is yet to
Technological advancements in computing have changed how data is leveraged by businesses to develop, grow, and innovate. In recent years, leading analytical companies have begun to realize the value in their vast holdings of customer data and have found ways to leverage this untapped potential
In this highly original work Jeremy Black, one of world's leading military and cartographic historians, shows how fundamental maps were to the conflict as he charts its historical sweep across each of the major
A cultural history of the links between mathematics and art, from antiquity to today This is a cultural history of mathematics and art, from antiquity to the present. Mathematicians and artists have long been on a quest to understand the physical world they see before them and the abstract objects
Fundamentals of Mathematical Logic Set Theory Relations and Functions Combinatorics Graphs Boolean Algebra Complex Numbers Recurrence Relations Concept of an Algorithm, Correctness of Algorithms Turing Machine Asymptotic Analysis Basic Algorithms Parallel
Strengthening and Weakening Members of a Network.- Domination in Fuzzy Graphs.- Fuzzy Incidence Graphs.- Networks.- Complementary Fuzzy Incidence Graphs.- Human Trafficking: Source, Transit, Destination Designations.- Human Trafficking: Policy
Addressing the prevalent issue of poorly designed quantitative information presentations, this accessible, practical, and comprehensive guide teaches how to properly create tables and graphs for effective and efficient communication. The critical numbers that measure the health, identify the
Beginning with a review of the important areas of mathematics, this book then covers many of the underlying theoretical and practical aspects of NMR and MRI spectroscopy from a maths point of view. Competence in algebra and introductory calculus is needed but all other maths concepts are covered
With contributions from some of the most prominent scientists in mathematics and physics Accessible to a broad audience with a background in mathematics or physics Contains historical chapters such as the one on the relationship between Hilbert and
This textbook is a comprehensive introduction to the key disciplines of mathematics - linear algebra, calculus, and geometry - needed in the undergraduate physics curriculum. Its leitmotiv is that success in learning these subjects depends on a good balance between theory and practice. Reflecting
To learn and understand mathematics, students must engage in the process of doing mathematics. Emphasizing active learning, Abstract Algebra: An Inquiry-Based Approach not only teaches abstract algebra but also provides a deeper understanding of what mathematics is, how it is done, and how