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Data science has never had more influence on the world. Large companies are now seeing the benefit of employing data scientists to interpret the vast amounts of data that now exists. However, the field is so new and is evolving so rapidly that the analysis produced can be haphazard at best.
The 9 Pitfalls of Data Science shows us real-world examples of what can go wrong. Written to be an entertaining read, this invaluable guide investigates the all too common mistakes of data scientists - who can be plagued by lazy thinking, whims, hunches, and prejudices - and indicates how they have been at the root of many disasters, including the Great Recession. Gary Smith and Jay Cordes emphasise how scientific rigor and critical thinking skills are indispensable in this age of Big Data, as machines often find meaningless patterns that can lead to dangerous false conclusions. TheData science has never had more influence on the world. Large companies are now seeing the benefit of employing data scientists to interpret the vast amounts of data that now exists. However, the field is so new and is evolving so rapidly that the analysis produced can be haphazard at best. The 9
Applications of Management Science presents state-of-the-art studies in the application of management science to solve significant managerial decision-making problems. Volume 15 examines management science application to data envelopment analysis, efficiency and supply chain, quality multi-criteria
A comprehensive overview of data science covering the analytics, programming, and business skills necessary to master the discipline Finding a good data scientist has been likened to hunting for a unicorn: the required combination of technical skills is simply very hard to find in one person. In
This book provides an introduction to the mathematical and algorithmic foundations of data science, including machine learning, high-dimensional geometry, and analysis of large networks. Topics include the counterintuitive nature of data in high dimensions, important linear algebraic techniques
Security Science integrates the multi-disciplined practice areas of security into a single structured body of knowledge, where each chapter takes an evidence-based approach to one of the core knowledge categories. The authors give practitioners and students the underlying scientific perspective
Global Vision: How Companies Can Overcome the Pitfalls of Globalization addresses the business challenges that globalization poses. It will help managers improve their global acumen by developing a better understanding of the cultural, political, and economic risks they face as they expand
A new way of thinking about data science and data ethics that is informed by the ideas of intersectional feminism.Today, data science is a form of power. It has been used to expose injustice, improve health outcomes, and topple governments. But it has also been used to discriminate, police, and
This book introduces the field of data science in a practical and accessible manner, using a hands-on approach that assumes no prior knowledge of the subject. The foundational ideas and techniques of data science are provided independently from technology, allowing students to easily develop a firm
The revised second edition of this established text offers readers a significantly expanded introduction to the effects of radiation on metals and alloys. It describes the various processes that occur when energetic particles strike a solid, inducing changes to the physical and mechanical
A book that will take you through the best Scottish winter journeys from the comfort of your favourite
This text provides a comprehensive review of the most frequently encountered diagnostic pitfalls in thyroid cytopathology. Written in a case study format, the text provides the most current and complete information on both non-neoplastic and neoplastic thyroid conditions. Each chapter focuses on a
Data Science and Analytics explores the solutions to problems in society, environment and in industry. With the increase in the availability of data, analytics has now become a major element in both the top line and the bottom line of any organization. This book explores perspectives on how big
The fundamental algorithms in data mining and machine learning form the basis of data science, utilizing automated methods to analyze patterns and models for all kinds of data in applications ranging from scientific discovery to business analytics. This textbook for senior undergraduate and
Acclaimed neuroscientist Gary Wenk reveals the fascinating impacts of exercise on the brain Decades of research demonstrate that regular modest levels of exercise improve heart and lung function and may relieve joint pain. Regular daily exercise will help your body to regulate blood sugar levels
This book provides the reader with the most up-to-date survey of the cyberspace security practices and
Bestselling author Gary D. Schmidt tells a coming-of-age story with the light touch of The Wednesday Wars, the heart of Okay for Now, and the unique presence of a wise and witty butler. Carter Jones is astonished early one morning when he finds a real English butler, bowler hat and all, on the
We live in an incredible period in history. The Computer Revolution may be even more life-changing than the Industrial Revolution. We can do things with computers that could never be done before, and computers can do things for us that could never be done before. But our love of computers should
Applications of Management Science, Volume 16 focuses on the application of management science to multiple criteria decision making, data envelopment analysis, and managerial applications. Section A focuses on multiple criteria applications in college course scheduling, offshore windfarms, services
This study of Manchester football during the period 1840 to 1919, by leading sports historian Gary James, contextualises the sport's emergence, development and establishment through to its position as the city's leading team sport, and identifies the communities who developed
A book at the intersection of data science and media studies, presenting concepts and methods for computational analysis of cultural data. How can we see a billion images? What analytical methods can we bring to bear on the astonishing scale of digital culture--the billions of photographs shared on
'Gary Vaynerchuk has seen the future of marketing. The Thank You Economy shows how it's built on both the time-honored techniques of listening to and appreciating customers and newer services like Twitter that allow you to engage directly with customers at unprecedented scale and speed. The book,
This handbook provides an overview of the current theoretical and empirical basis for a science of science policy. It offers perspectives from the federal science and policy community, and look towards a research agenda for