Major retailers are predicting everything from when their customers are pregnant to when they want a new pair of Chuck Taylors. It's a brave new world where seemingly meaningless data can be transformed into valuable insight to drive smart business decisions.But how does one exactly do data science? Do you have to hire one of these priests of the dark arts, the "data scientist," to extract this gold from your data? Nope.Data science is little more than using straight-forward steps to process raw data into actionable insight. And in Data Smart, author and data scientist John Foreman will show you how that's done within the familiar environment of a spreadsheet. Why a spreadsheet? It's comfortable! You get to look at the data every step of the way, building confidence as you learn the tricks of the trade. Plus, spreadsheets are a vendor-neutral place to learn data science without the hype. But don't let the Excel sheets fool you. This is a book for those serious about learning the analytic techniques, the math and the magic, behind big data.Each chapter will cover a different technique in a spreadsheet so you can follow along: - Mathematical optimization, including non-linear programming and genetic algorithms- Clustering via k-means, spherical k-means, and graph modularity- Data mining in graphs, such as outlier detection- Supervised AI through logistic regression, ensemble models, and bag-of-words models- Forecasting, seasonal adjustments, and prediction intervals through monte carlo simulation- Moving from spreadsheets into the R programming languageYou get your hands dirty as you work alongside John through each technique. But never fear, the topics are readily applicable and the author laces humor throughout. You'll even learn what a dead squirrel has to do with optimization modeling, which you no doubt are dying to know.

    Fortunately, Jon McGee is an ideal guide through this dynamic marketplace. In Breakpoint, he argues that higher education is in the midst of an extraordinary moment of demographic, economic, and cultural transition that has significant implications for how colleges understand their mission, their market, and their management. Drawing from an extensive assessment of demographic and economic trends, McGee presents a broad and integrative picture of these changes while stressing the importance of decisive campus leadership. He describes the key forces that influence higher education and provides a framework from which trustees, presidents, administrators, faculty, and policy makers can address pressing issues in the aftermath of the Great Recession.Although McGee avoids endorsing one-size-fits-all solutions, he suggests a number of concrete strategies for handling prospective students and developing pedagogical practices, curricular content and delivery, and management structures. Practical and compelling, Breakpoint will help higher education leaders make choices that advance their institutional values and serve their students and the common good for generations to come.

    Featuring brand new sections on the remarkable shifts in the world economy, this economic study is a relevant, entertaining, and fascinating guide for those seeking both a solid lesson on the development of economic theory throughout the past two hundred years and a balanced perspective of our current economic state on the brink of the millennium.By applying age-old economic theories to contemporary issues, Todd Buchholz helps readers to see how the thoughts and writings of the great economists of the past have vital relevance to the dilemmas affecting all our lives today.

    It explores the critical concepts while also examining why they are relevant. The core content is presented within the framework of predicting products, proposing mechanisms, and solving synthesis problems. Readers will fine-tune the key skills involved in solving those types of problems with the help of interactive, step-by-step instructions and problems.

    Essentials of Physical Anthropology, Third Edition, is rich with stunning and photorealistic art, thoughtful pedagogy, innovative media, and up-to-date, student-centered content that illuminate physical anthropology's most important themes.

    This is a sustainable source of advantage in today’s turbulent global marketplace, where demand is difficult to predict and supply chains need to be more flexible as a result. In fact, the real competition today is not between companies, but between supply chains. The winning approach to supply chains is an integrated perspective that takes account of networks of relationships, sustainability and product design, as well as the logistics of procurement, distribution, and fulfilment. Logistics and Supply Chain Management examines the tools, core processes and initiatives that ensure businesses gain and maintain their competitive advantage. The fourth edition has been completely updated and now contains four new chapters covering:· managing supply chain relationships· product design in the supply chain· matching supply and demand · creating a sustainable supply chain Front Flap The updated 4th edition of the bestselling Logistics and Supply Chain Management is the practical guide to all the key topics in an integrated approach to supply chains, including: The link between logistics and customer value Logistics and the bottom line – measuring costs and performance Creating a responsive supply chain Managing the global pipeline Managing supply chain relationships Managing risk in the supply chain Matching supply and demand Creating a sustainable supply chain Product design in the supply chain Back Flap About the author Martin Christopher is Chairman of the Centre for Logistics and Supply Chain Management. He has written numerous books and articles and is on the editorial advisory board of a several professional journals. Until recently he was co-editor of The International Journal of Logistics Management and his latest books have focused upon relationship marketing, logistics and supply chain management. He has held appointments as Visiting Professor at the Universities of British Columbia, Canada, New South Wales, Australia and South Florida, USA. Professor Christopher is a Fellow of the Chartered Institute of Marketing, the Chartered Institute of Logistics and Transport and the Chartered Institute of Purchasing and Supply. In 1987 he was awarded the Sir Robert Lawrence medal of the Institute of Logistics and Transport for his contribution to the development of logistics education in Britain. In 2005 he was awarded the Distinguished Service Award of the USA Council for Supply Chain Management Professionals. In 2007 he was designated as Foundation Professor by the Chartered Institute of Purchasing and Supply. Martin has also worked as a consultant for major international companies in North America, Europe, the Far East and Australasia.

    The book's hallmark values-accuracy, currency, and passion for teaching and learning-have made Campbell/Reece the most successful book for readers for seven consecutive editions. More than 6 million readers have benefited from "BIOLOGY's"clear explanations, carefully crafted artwork, and student-friendly narrative style.Introduction: Themes in the Study of Life, The Chemical Context of Life, Water and the Fitness of the Environment, Carbon and the Molecular Diversity of Life, The Structure and Function of Large Biological Molecules, A Tour of the Cell, Membrane Structure and Function, An Introduction to Metabolism, Cellular Respiration: Harvesting Chemical Energy, Photosynthesis, Cell Communication, The Cell Cycle, Meiosis and Sexual Life Cycles, Mendel and the Gene Idea, The Chromosomal Basis of Inheritance, The Molecular Basis of Inheritance, From Gene to Protein, Control of Gene Expression, Viruses, Biotechnology, Genomes and Their Evolution, Descent with Modification: A Darwinian View of Life, The Evolution of Populations, The Origin of Species, The History of Life on Earth, Phylogeny and the Tree of Life, Bacteria and Archaea, Protists, Plant Diversity I: How Plants Colonized Land, Plant Diversity II: The Evolution of Seed Plants, Fungi, An Introduction to Animal Diversity, Invertebrates, Vertebrates, Plant Structure, Growth, and Development, Transport in Vascular Plants, Soil and Plant Nutrition, Angiosperm Reproduction and Biotechnology, Plant Responses to Internal and External Signals, Basic Principles of Animal Form and Function, Animal Nutrition, Circulation and Gas Exchange, The Immune System, Osmoregulation and Excretion, Hormones and the Endocrine System, Animal Reproduction, Animal Development, Neurons, Synapses, and Signaling, Nervous Systems, Sensory and Motor Mechanisms, Animal Behavior, An Introduction to Ecology and the Biosphere, Population Ecology, Community Ecology, Ecosystems, Conservation Biology and Restoration Ecology.For readers interested in learning the basics of Biology.

    Probing questions, the same ones that students often bring to the course, frame readable chapters that are packed with the most up-to-date scholarship available—in language students will understand. The authors use memorable examples mined from pop culture, history, psychology, biology, and everyday life to truly engage students in the study of gender and spark interest in sociological perspectives.

    'Asking the Right Questions' helps students bridge the gap between simply memorising or blindly accepting information, and the greater challenge of critical analysis and synthesis.

    ELECTRONIC COMMERCE, EIGHTH EDITION covers emerging online technologies and trends and their influence on the electronic commerce marketplace.

    . . IN 300 WORDS OR LESSIt’s a daunting task. Even the most seasoned professionals find business school application essays to be among the hardest pieces they ever write. With a diverse pool of talented people applying to the nation’s top schools from the most successful companies and prestigious undergraduate programs in the world, a simple biography detailing accomplishments and goals isn’t enough. Applicants need clear and compelling arguments that grab admissions officers and absolutely refuse to let go.To help them write the essays that get them accepted into Harvard or any of the country’s other top programs, the staff of The Harbus---HBS’s student newspaper---have updated and revised their collection of sixty-five actual application essays as well as their detailed analysis of them so that applicants will be able to:* Avoid common pitfalls* Play to their strengths* Get their message acrossWherever they are applying, the advice and tested strategies in 65 Successful Harvard Business School Application Essays give business professionals and undergraduates the insider’s knowledge to market themselves most effectively and truly own the process.

    Building on their experience as professional systems analysts and award-winning teachers, authors Dennis, Wixom, and Roth capture the experience of developing and analyzing systems in a way that students can understand and apply.With Systems Analysis and Design, 4th edition , students will leave the course with experience that is a rich foundation for further work as a systems analyst.

    In recent years, while continuing to learn more about strengths, Gallup scientists have also been ex....

    political system.

    It's a comprehensive and readable reference on how to attract and keep good tenants and make good landlording decisions.