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Principles and Practice of Big Data: Preparing, Sharing, and Analyzing Complex Information, Second Edition updates and expands on the first edition, bringing a set of techniques and algorithms that are tailored to Big Data projects. The book stresses the point that most data analyses conducted on large, complex data sets can be achieved without the use of specialized suites of software (e.g., Hadoop), and without expensive hardware (e.g., supercomputers). The core of every algorithm described in the book can be implemented in a few lines of code using just about any popular programming language (Python snippets are provided).
Through the use of new multiple examples, this edition demonstrates that if we understand our data, and if we know how to ask the right questions, we can learn a great deal from large and complex data collections. The book will assist students and
Principles and Practice of Big Data: Preparing, Sharing, and Analyzing Complex Information, Second Edition updates and expands on the first edition, bringing a set of techniques and algorithms that are tailored to Big Data projects. The book stresses the point that most data analyses conducted on
Data is a valuable corporate asset and its effective management can be vital to an organisation's success. This professional reference guide covers all the key areas of data management including database development, data quality and corporate data modelling. It is not based on a particular
Methods for managing complex software construction following the practices, principles and patterns of Domain-Driven Design with code examples in C# This book presents the philosophy of Domain-Driven Design (DDD) in a down-to-earth and practical manner for experienced developers building
A comprehensive guide to the conceptual, mathematical, and implementational aspects of analyzing electrical brain signals, including data from MEG, EEG, and LFP recordings.This book offers a comprehensive guide to the theory and practice of analyzing electrical brain signals. It explains the
For over half a century Davidson's Principles and Practice of Medicine has informed and educated students, doctors and other health professionals all over the world, providing a comprehensive account of the practice of medicine. Davidson's Essentials of Medicine provides the core content of the
This book provides a foundation of principles and practices of nonviolence and offers a way to practice nonviolence in our current times and in our day to day lives. Martin Luther King Jr. and Mahatma Gandhi are remembered as pioneers for nonviolence and for their social justice and civil rights
Principles and Practice of Soil Science, Fourth Editionprovides a current and comprehensive introduction to soil science for students in the fields of environmental and agricultural science, ecology, soil and land management, natural resource management and environmental engineering. Covers all
Expertly blending theory and practice, this accessible and up-to-date textbook offers a clear and comprehensive introduction to international business negotiation. The book draws on the practical experiences of managers, consultants and entrepreneurs who have successfully conducted business
For teachers, college professors, coaches, consultants, and organizational leaders, a big part of the job is to help others learn. Those who have discovered experiential learning theory and applied its principles in their work have experienced a transformational impact on the learners they serve
The Principles and Practice of Yoga in Health Care is a professional-level textbook with contributions by multiple expert researchers and therapists in the field. This book brings together the science and the practice of yoga therapysupports the emergence of yoga therapy as a credible
Originally published in 1845 as The Principles & Practice of Art: With Illustrations Drawn and Engraved by the Author, this enduring guide is the work of an English painter and lithographer. J. D. Harding wrote several popular books on art instruction, and this volume constitutes one of his
Case Study Research: Principles and Practices provides a general understanding of the case study method as well as specific tools for its successful implementation. These tools are applicable in a variety of fields including anthropology, business and management, communications, economics,
The field of emergency psychiatry is complex and varied, encompassing elements of general medicine, emergency medicine, trauma, acute care, the legal system, politics and bureaucracy, mental illness, substance abuse and addiction, current social issues, and more. In one comprehensive, highly
Sized to fit in your pocket for quick reference, Handbook for Principles and Practice of Gynecologic Oncology, 3rd Edition, is packed with the essential information you need on the diagnosis and management of gynecologic cancers. Now in full color for the first time, this bestselling handbook
ICE Textbooks provide clear, accurate and relevant information on the major principles of civil and structural engineering at a level suitable for undergraduate students worldwide. Divided into easily understandable modules, ICE Textbooks feature worked examples, practice questions and learning
Leading schools is becoming almost daily a more complex and demanding job. Connecting Leadership and Learning reassesses the purpose of schools, the nature of learning and the qualities of leadership that make schools authentic places of learning. Starting with a review of what we can claim to know
Veterinary Nursing of Exotic Pets is the definitive reference book on the principles and practice of nursing exotic species. From rabbits and chinchillas to budgies and iguanas, it not only covers husbandry, nutrition and handling, but provides an overview of diseases and treatments, and explores
Welcome to Game Audio Programming: Principles and Practices! This book is the first of its kind: an entire book dedicated to the art of game audio programming. With over fifteen chapters written by some of the top game audio programmers and sound designers in the industry, this book contains more
The brain is the most complex computational machine known to science, even though its components (neurons) are slow and unreliable compared to a laptop computer. In this richly illustrated book, Shannon's mathematical theory of information is used to explore the metabolic efficiency of neurons,
Guiding the student through the principles and practices of contemporary corporate governance agenda, Corporate Governance provides coverage and discussion of the debates and considerations that define the discipline. This book offers a fresh look at the commonly accepted view of what constitutes
The roots of modern Western legal institutions and concepts go back nine centuries to the Papal Revolution, when the Western church established its political and legal unity and its independence from emperors, kings, and feudal lords. Out of this upheaval came the Western idea of integrated legal
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