This book is focused on the details of data analysis that sometimes fall through the cracks in traditional statistics classes and textbooks. It is based in part on the authors blog posts, lecture materials, and tutorials. The author is one of the co-developers of the Johns Hopkins Specialization in Data Science the largest data science program in the world that has enrolled more than 1.76 million people. The book is useful as a companion to introductory courses in data science or data analysis. It is also a useful reference tool for people tasked with reading and critiquing data analyses. It is based on the authors popular open-source guides available through his Github account (https://github.com/jtleek). The paper is also available through Leanpub (https://leanpub.com/datastyle), if the book is purchased on that platform you are entitled to lifetime free updates.

    Wood and Bruce F. Wollenberg presented their comprehensive introduction to the engineering and economic factors involved in operating and controlling power generation systems in electric utilities, the electric power industry has undergone unprecedented change. Deregulation, open access to transmission systems, and the birth of independent power producers have altered the structure of the industry, while technological advances have created a host of new opportunities and challenges. In Power Generation, Operation, and Control, Second Edition, Wood and Wollenberg bring professionals and students alike up to date on the nuts and bolts of the field. Continuing in the tradition of the first edition, they offer a practical, hands-on guide to theoretical developments and to the application of advanced operations research methods to realistic electric power engineering problems. This one-of-a-kind text also addresses the interaction between human and economic factors to prepare readers to make real-world decisions that go beyond the limits of mere technical calculations. The Second Edition features vital new material, including: * A computer disk developed by the authors to help readers solve complicated problems * Examination of Optimal Power Flow (OPF) * Treatment of unit commitment expanded to incorporate the Lagrange relaxation technique * Introduction to the use of bounding techniques and other contingency selection methods * Applications suited to the new, deregulated systems as well as to the traditional, vertically organized utilities company Wood and Wollenberg draw upon nearly 30 years of classroom testing to provide valuable data on operations research, state estimation methods, fuel scheduling techniques, and more. Designed for clarity and ease of use, this invaluable reference prepares industry professionals and students to meet the future challenges of power generation, operation, and control.

    It also touches upon the fundamentals of 32 bit, and 64 bit advanced processors. The book throughout provides the most popular programming tool - the assembly language codes to enhance the knowledge of programming the processors.Clear and concise in its treatment of topics, the contents of the book is supported by learning tools such as review questions, application examples (case studies) and design-based exercises.

    Combining historical perspective with analysis of modern trends, this expanded edition charts the evolution of modern American health care, providing a complete examination of its organization and delivery while offering critical insight into the issues that the U.S. health system faces today. From a physician-dominated system to one defined by managed care and increasingly sophisticated technology, this essential text explains the transformation underway and the professional, political, social, and economic forces that guide it today and will in the future. Exhaustive in breadth and balanced in perspective, Health Care USA, Seventh Edition, provides students with a clearly organized, straightforward illustration of the complex structures, relationships and processes of this rapidly growing, $2.5 trillion industry. The seventh edition has been thoroughly revised to reflect recent developments in this dynamic industry. The latest edition features: - A comprehensive overview of the complex and evolving U.S. health care system, plus revised data, material and analysis throughout. - The latest benchmark developments in health care, including the response of public health to swine flu and the Obama administration's health care reform. - A look at the recent recession's effects on hospital finances. - New projections and data trends on the country's health care spending. - A forward-looking perspective on the future of the U.S. health care system.

    But what is a “good” shot? Are all good shots created equally? And how might one identify players who are more or less likely to make and prevent those shots in the first place? The concept of basketball “analytics,” for lack of a better term, has been lauded, derided, and misunderstood. The incorporation of more data into NBA decision-making has been credited—or blamed—for everything from the death of the traditional center to the proliferation of three-point shooting to the alleged abandonment of the area of the court known as the midrange. What is beyond doubt is that understanding its methods has never been more important to watching and appreciating the NBA. In The Midrange Theory, Seth Partnow, NBA analyst for The Athletic and former Director of Basketball Research for the Milwaukee Bucks, explains how numbers have affected the modern NBA game, and how those numbers seek not to “solve” the game of basketball but instead urge us toward thinking about it in new ways.The relative value of Russell Westbrook’s triple-doublesWhy some players succeed in the playoffs while others don’tHow NBA teams think about constructing their rosters through the draft and free agencyThe difficulty in measuring defensive achievementThe fallacy of the “quick two”From shot selection to evaluating prospects to considering aesthetics and ethics while analyzing the box scores, Partnow deftly explores where the NBA is now, how it got here, and where it might be going next.

    ServSafe Manager, 7th edition, with exam answer sheetThe ServSafe Manager Book is ideal for one- or two-day classroom instruction helping students prepare to take the ServSafe Food Protection Manager Certification Exam.It covers critical principles including: personal hygiene, cross contamination, time and temperature, receiving and storage, food safety management systems, training hourly employees, and more.Meets all requirements:ServSafe classroom training is accepted in all 50 states for regulatory requirements up to 16 hours.

    For courses in Principles of Management, this title takes a traditional, balanced approach to the four functions of management.

    This well-organized text defines the role of the general dentist as a member of the surgical management team. Basic techniques of evaluation, diagnosis, and medical management are presented in explicit detail that allows the reader to immediately apply these methods to practice. It provides information on the basic oral surgery procedures that the general practitioner encounters, as well as an overview of oral and maxillofacial surgery procedures performed by the specialist. All surgical techniques are well illustrated so readers can visualize key surgical concepts.Authored by well-known, respected practitioners and contributors in the field of OMS, drawing on their wealth of clinical expertise.Two-color format highlights key concepts and makes information easy to follow.Appendices provide valuable reference sections, including useful examples of prescriptions, postoperative instructions, an informed consent form, and current instrument pricing.A new chapter focuses on facial esthetic surgery, which is often included in a comprehensive treatment plan to complement restorative, prosthetic, and orthodontic treatment.Basic and advanced preprosthetic procedures have been combined into one complete chapter so readers can easily turn to procedures of interest.Enhanced and improved illustrations throughout more accurately depict key concepts and techniques, and many photos have been replaced with new, high-quality images.The chapter on facial neuropathology has been completely revised to present the most up-to-date information on this topic.

    Written In An Objective And User-Friendly Manner, This Best-Selling Text Continues To Captivate Students By Incorporating Personal Drug Use And Abuse Experiences And Perspectives Throughout. Statistics And Chapter Content Have Been Revised To Include The Latest Information On Current Topics.

    This book is about making those encounters as compelling as we can make them." -Harvey "Smokey" Daniels and Steven ZemelmanWe are specialists to the bone-in science, math, social studies, art, music, business, and foreign language. But now, the Common Core and state standards require us to help our students better understand the distinctive texts in our subject areas. "Nobody's making us into reading teachers," write Smokey Daniels and Steve Zemelman, "but we must become teachers of disciplinary thinking through our students' reading."If this shift sounds like a tough one, Subjects Matter, Second Edition is your solution. Smokey and Steve, two of America's most popular educators, share exactly what you need to help students read your nonfiction content closely and strategically: 27 proven teaching strategies that help meet-and exceed-the standards how-to suggestions for engaging kids with content through wide, real-world reading a lively look at using "boring" textbooks motivating instruction that's powered by student collaboration specifics for helping struggling readers succeed.Subjects Matter, Second Edition enables deep, thoughtful learning for your students, while keeping the irreverent, inspiring heart that's made the first edition indispensable. You'll discover fresh and re-energized lessons, completely updated research, and vibrant vignettes from new colleagues and old friends who have as much passion for their subjects as you do."We'll be using methods particular to our fields as well as engaging reading materials that help students understand and remember our content better," write Smokey and Steve. "We can realize that vision of the light going on in kids' heads and maybe fill them with enthusiasm about the amazing subject matter that we have to offer. Sound good? Let's get to work." Read a sample chapter from Subjects Matter, Second Edition.

    Half of the readings are written by our own philosophy teachers of the country, and the rest are chosen on the basis of their reliability, essentiality, and depth. Needless to say, this book is the fruit of eighteen years of experience in teaching this course."

    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.

    Jones and George are dedicated to the challenge of "Making It Real" for students. The authors present management in a way that makes its relevance obvious even to students who might lack exposure to a "real-life" management context. This is accomplished thru a diverse set of examples, and the unique, and most popular feature of the text, the "Manager as a Person" Chapter 2. This chapter discusses managers as real people with their own personalities, strengths, weaknesses, opportunities, and problems and this theme is carried thru the remaining chapters. This text also discusses the importance of management competencies--the specific set of skills, abilities, and experiences that gives one manager the ability to perform at a higher level than another in a specific context. The themes of diversity, ethics, globalization, and information technology are integrated throughout.

    Connect Public Speaking provides students a wealth of resources to prepare and plan speeches, while LearnSmart--McGraw-Hill's proven adaptive learning system--guides them toward mastery of key course concepts. Additionally, Connect's highly flexible speech capture tool saves instructors valuable time in managing assignments and evaluating student speeches. Taking a practical, accessible, and non-intimidating approach to public speaking, Public Speaking for College & Career presents numerous stories, examples, activities, and concrete techniques to show students how to achieve clarity and confidence during the speeches they must give in college, in their careers, and in their communities.

    It givessyntax and output for accomplishing many analyses through the mostrecent releases of SAS, SPSS, and SYSTAT, some not available insoftware manuals. The book maintains its practical approach, stillfocusing on the benefits and limitations of applications of a techniqueto a data set -- when, why, and how to do it. Overall, it providesadvanced students with a timely and comprehensive introduction totoday's most commonly encountered statistical and multivariatetechniques, while assuming only a limited knowledge of higher-levelmathematics.