Throughout, the emphasis is on promoting a plain English style. This little book can help you communicate more effectively by showing you how to enliven your sentences.

    The cases in the 15th edition are excerpted and edited by the authors. The syntax is not altered, therefore retains the language of the courts. As in recent previous editions, the 15th edition includes a mix of actual AND hypothetical cases. This text is our most research-based Business Law text.

    Its techniques are widely applied in engineering, science, finance, and commerce. This book is designed for a short course on machine learning. It is a short course, not a hurried course. From over a decade of teaching this material, we have distilled what we believe to be the core topics that every student of the subject should know. We chose the title `learning from data' that faithfully describes what the subject is about, and made it a point to cover the topics in a story-like fashion. Our hope is that the reader can learn all the fundamentals of the subject by reading the book cover to cover. ---- Learning from data has distinct theoretical and practical tracks. In this book, we balance the theoretical and the practical, the mathematical and the heuristic. Our criterion for inclusion is relevance. Theory that establishes the conceptual framework for learning is included, and so are heuristics that impact the performance of real learning systems. ---- Learning from data is a very dynamic field. Some of the hot techniques and theories at times become just fads, and others gain traction and become part of the field. What we have emphasized in this book are the necessary fundamentals that give any student of learning from data a solid foundation, and enable him or her to venture out and explore further techniques and theories, or perhaps to contribute their own. ---- The authors are professors at California Institute of Technology (Caltech), Rensselaer Polytechnic Institute (RPI), and National Taiwan University (NTU), where this book is the main text for their popular courses on machine learning. The authors also consult extensively with financial and commercial companies on machine learning applications, and have led winning teams in machine learning competitions.

    Gates stresses the need for managers to view technology not as overhead but as a strategic asset, and offers detailed examples from Microsoft, GM, Dell, and many other successful companies. Companion Web site.

    This is the only text listed in the APICS-The Educational Society for Resource Management CPIM Exam Content Manual as the text reference for the Basics of Supply Chain Management (BSCM) CPIM certification examination. Written in a simple and user-friendly style, it covers all the basics of supply chain management and production and inventory control.

    It's a tremendous opportunity for tens of thousands of IT professionals, but it's also a huge challenge: the program requires a complete makeover of archaic records systems, workflows, and other practices now in place.This book points out how hospitals and doctors' offices differ from other organizations that use IT, and explains what's necessary to bridge the gap between clinicians and IT staff.Get an overview of EHRs and the differences among medical settingsLearn the variety of ways institutions deal with patients and medical staff, and how workflows varyDiscover healthcare's dependence on paper records, and the problems involved in migrating them to digital documentsUnderstand how providers charge for care, and how they get paidExplore how patients can use EHRs to participate in their own careExamine healthcare's most pressing problem--avoidable errors--and how EHRs can both help and exacerbate it

    The findings will surprise many readers and, quite frankly, upset others.The ChallengeBuilt to Last, the defining management study of the nineties, showed how great companies triumph over time and how long-term sustained performance can be engineered into the DNA of an enterprise from the very beginning. But what about the company that is not born with great DNA? How can good companies, mediocre companies, even bad companies achieve enduring greatness? The StudyFor years, this question preyed on the mind of Jim Collins. Are there companies that defy gravity and convert long-term mediocrity or worse into long-term superiority? And if so, what are the universal distinguishing characteristics that cause a company to go from good to great?The StandardsUsing tough benchmarks, Collins and his research team identified a set of elite companies that made the leap to great results and sustained those results for at least fifteen years. How great? After the leap, the good-to-great companies generated cumulative stock returns that beat the general stock market by an average of seven times in fifteen years, better than twice the results delivered by a composite index of the world's greatest companies, including Coca-Cola, Intel, General Electric, and Merck. The ComparisonsThe research team contrasted the good-to-great companies with a carefully selected set of comparison companies that failed to make the leap from good to great. What was different? Why did one set of companies become truly great performers while the other set remained only good? The FindingsThe findings of the Good to Great study will surprise many readers and shed light on virtually every area of management strategy and practice. The findings include:Level 5 Leaders: The research team was shocked to discover the type of leadership required to achieve greatness.The Hedgehog Concept (Simplicity within the Three Circles): To go from good to great requires transcending the curse of competence.A Culture of Discipline: When you combine a culture of discipline with an ethic of entrepreneurship, you get the magical alchemy of great results. Technology Accelerators: Good-to-great companies think differently about the role of technology.The Flywheel and the Doom Loop: Those who launch radical change programs and wrenching restructurings will almost certainly fail to make the leap.

    However, these activities can be viewed as two facets of the same field, and together they have undergone substantial development over the past ten years. In particular, Bayesian methods have grown from a specialist niche to become mainstream, while graphical models have emerged as a general framework for describing and applying probabilistic models. Also, the practical applicability of Bayesian methods has been greatly enhanced through the development of a range of approximate inference algorithms such as variational Bayes and expectation propagation. Similarly, new models based on kernels have had a significant impact on both algorithms and applications. This new textbook reflects these recent developments while providing a comprehensive introduction to the fields of pattern recognition and machine learning. It is aimed at advanced undergraduates or first-year PhD students, as well as researchers and practitioners, and assumes no previous knowledge of pattern recognition or machine learning concepts. Knowledge of multivariate calculus and basic linear algebra is required, and some familiarity with probabilities would be helpful though not essential as the book includes a self-contained introduction to basic probability theory.

    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.

    Bill Bryson’s A Walk in the Woods is one example. Richard Feynman’s “Surely You’re Joking, Mr. Feynman!” is another. Now comes Youngme Moon’s Different, a book for “people who don’t read business books.” Actually, it’s more like a personal conversation with a friend who has thought deeply about how the world works … and who gets you to see that world in a completely new light.  If there is one strain of conventional wisdom pervading every company in every industry, it’s the absolute importance of “competing like crazy.” Youngme Moon’s message is simply “Get off this treadmill that’s taking you nowhere. Going tit for tat and adding features, augmentations, and gimmicks to beat the competition has the perverse result of making you like everyone else.” Different provides a highly original perspective on what it means to offer something that is meaningfully different—different in a manner that is both fundamental and comprehensive.  Youngme Moon identifies the outliers, the mavericks, the iconoclasts—the players who have thoughtfully rejected orthodoxy in favor of an approach that is more adventurous. Some are even “hostile,” almost daring you to buy what they are selling. The MINI Cooper was launched with fearless abandon: “Worried that this car is too small? Look here. It’s even smaller than you think.”  These are players that strike a genuine chord with even the most jaded consumers. In fact, almost every success story of the past two decades has been an exception to the rule. Simply go to your computer and compare AOL and Yahoo! with Google. The former pile on feature upon feature to their home pages, while Google is like an austere boutique, dominating a category filled with “extras.” Different shows how to succeed in a world where conformity reigns…but exceptions rule.

    Depending on when you ask this controversial Princeton University guest lecturer, he might answer: "I race motorcycles in Europe." "I ski in the Andes." "I scuba dive in Panama." "I dance tango in Buenos Aires." He has spent more than five years learning the secrets of the New Rich, a fast-growing subculture who has abandoned the "deferred-life plan" and instead mastered the new currencies-time and mobility-to create luxury lifestyles in the here and now. Whether you are an overworked employee or an entrepreneur trapped in your own business, this book is the compass for a new and revolutionary world.Join Tim Ferriss as he teaches you:- How to outsource your life to overseas virtual assistants for $5 per hour and do whatever you want?- How blue-chip escape artists travel the world without quitting their jobs?- How to eliminate 50% of your work in 48 hours using the principles of a forgotten Italian economist?- How to trade a long-haul career for short work bursts and freuent "mini-retirements"?- What the crucial difference is between absolute and relative income?- How to train your boss to value performance over presence, or kill your job (or company) if it's beyond repair?- What automated cash-flow "muses" are and how to create one in 2 to 4 weeks?- How to cultivate selective ignorance-and create time-with a low-information diet?- What the management secrets of Remote Control CEOs are?- How to get free housing worldwide and airfare at 50-80% off?- How to fill the void and create a meaningful life after removing work and the office

    The authors retain their modern approach to finance, but have distilled the subject down to the essential topics in 18 chapters. They believe that understanding the "why" is just as important, if not more so, than understanding the "how," especially in an introductory course. Three basic themes emerge as their central focus: 1. An emphasis on intuition--separate and explain the principles at work on a common sense, intuitive level before launching into specifics. Underlying ideas are discussed first in general terms, then followed by specific examples that illustrate in more concrete terms how a financial manager might proceed in a given situation.2. A unified valuation approach--Net Present Value is treated as the basic concept underlying corporate finance. Every subject the authors cover is firmly rooted in valuation, and care is taken to explain how decisions have valuation effects.3. A managerial focus--Students learn that financial management concerns management. The role of financial manager as decision maker is emphasized and they stress the need for managerial input and judgment.

    Incorporating OD ethics and values into each chapter, Donald L. Anderson provides discussion of the real-world application of these theoretical ideas. In-depth case studies that follow major content chapters allow students to immediately apply what they have learned. In today's challenging environment of increased globalization, rapidly changing technologies, economic pressures, and expectations in the contemporary workforce, this book is an essential tool.

    Although the 80/20 principle has long influenced today's business world, author Richard Koch reveals how the principle works and shows how we can use it in a systematic and practical way to vastly increase our effectiveness, and improve our careers and our companies.The unspoken corollary to the 80/20 principle is that little of what we spend our time on actually counts. But by concentrating on those things that do, we can unlock the enormous potential of the magic 20 percent, and transform our effectiveness in our jobs, our careers, our businesses, and our lives.

    Now in it's tenth edition, this text makes chemistry exciting to students by showing them why important concepts are relevant to their lives and future careers.