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.

    It has been used to expose injustice, improve health outcomes, and topple governments. But it has also been used to discriminate, police, and surveil. This potential for good, on the one hand, and harm, on the other, makes it essential to ask: Data science by whom? Data science for whom? Data science with whose interests in mind? The narratives around big data and data science are overwhelmingly white, male, and techno-heroic. In Data Feminism, Catherine D'Ignazio and Lauren Klein present a new way of thinking about data science and data ethics—one that is informed by intersectional feminist thought.Illustrating data feminism in action, D'Ignazio and Klein show how challenges to the male/female binary can help challenge other hierarchical (and empirically wrong) classification systems. They explain how, for example, an understanding of emotion can expand our ideas about effective data visualization, and how the concept of invisible labor can expose the significant human efforts required by our automated systems. And they show why the data never, ever “speak for themselves.”Data Feminism offers strategies for data scientists seeking to learn how feminism can help them work toward justice, and for feminists who want to focus their efforts on the growing field of data science. But Data Feminism is about much more than gender. It is about power, about who has it and who doesn't, and about how those differentials of power can be challenged and changed.

    The main characteristic is a continued resistance to the ordinary demands of life through strategies of social manipulation, which originates from an anxiety-driven need to be in control.This straightforward guide is written collaboratively by professionals and parents to give a complete overview of PDA. Starting with an exploration into the syndrome, it goes on to answer the immediate questions triggered when a child is first diagnosed, and uses case examples throughout to illustrate the impact of the condition on different areas of the child's life. Early intervention options and workable strategies for managing PDA positively will make day-to-day life easier for the child, their family and peers. New problems faced in the teenage years and how to assist a successful transition from adolescence to adulthood are also tackled. The book concludes with a valuable resources list.Full of helpful guidance and support, this user-friendly introductory handbook is essential reading for families, carers and anyone who knows a child with PDA.

    It Combines Comprehensive Medical Content With Dynamic New Features And Interactive Technology To Better Support Instructors And To Help Prepare Students For The Field. An Interactive Skills DVD Is Also Packaged Free With Each Copy Of The Text.

    Here's how Dr Coleman describes this book: `However good your doctor is, and however much you may trust him or her, you must share the responsibility for your own health, and you must know when to tell your doctor if you think that the treatment with which he or she is providing you, could be causing problems. After all, if things go wrong, your nice friendly doctor is more likely to kill you than is a burglar a deranged relative or a drunken motorist. Remember: one in six people in hospital are there because they have been made ill by a doctor. I have built this book around ther twelve basic laws of medicine which I have, over the years, formulated for my own benefit as a doctor, an observer and a patient. I have illustrated each of the 12 laws with clinical anecdotes and scientific data.' Here, for example, is Coleman's First Law of Medicine: `If you are receiving treatment for an existing disease and you develop new symptoms then, until proved otherwise, you should assume that the new symptoms are caused by the treatment you are receiving.' Dr Vernon Coleman is the author of over 100 books - many of them international bestsellers. His books have sold over two million copies in hardback and paperback in the UK alone and have been translated into 25 languages. Dr Coleman has written columns and articles for many of the world's leading newspapers and magazines and has presented numerous TV and radio programmes based on his books. In the mid 1980s he devised the world's first medical software for use on home computers. For more information about Dr Coleman's books please see the Vernon Coleman page on Amazon or visit www.vernoncoleman.com What the papers say: Vernon Coleman writes brilliant books - Good Book Guide The calmest voice of reason - The Observer A godsend - Daily Telegraph Brilliant - The People No thinking person can ignore him - The Ecologist Marvellously succinct, refreshingly sensible - The Spectator Probably one of the most brilliant men alive today - Irish Times King of the media docs - The Independent Britain's leading health care campaigner - The Sun Britain's leading medical author - The Star Perhaps the best known health writer for the general public in the world today - The Therapist The patient's champion - Birmingham Post A persuasive writer whose arguments, based on research and experience, are sound - Nursing Standard The doctor who dares to speak his mind - Oxford Mail He writes lucidly and wittily - Good Housekeeping The man is a national treasure - What doctors don't tell you Compulsive reading - The Guardian His message is important - The Economist Revered guru of medicine - Nursing Times His advice is optimistic and enthusiastic - British Medical Journal It's impossible not to be impressed - Western Daily Press Outspoken and alert - Sunday Express Hard hitting - inimitably forthright - Hull Daily Mail Refreshingly forthright - Liverpool Daily Post Dr Coleman made me think again - BBC World Service

    You meet one when life doesn't go as planned. Survival requires immediate dependence and trust in a stranger in a white coat. As soon as the imminent danger has passed— they are off to the next case. Many patients don't realize that their stories stay with those that served them. Patients have the most to teach about humility and humanity."Compassion Amidst the Chaos" is brimming with the tension, anguish, exhaustion, relief, gratitude, and compassion that are all part of a typical day at work in the ER. Travel with Dr. Chris Davis through the cases he remembers most from his 35-year career as an emergency medicine doctor.

    This is one of those funny, grotesque books you won’t forget that’s written by a nurse with a penis (you’re going to have to be able to take a joke that’s racial, bigoted, or otherwise extreme). Interested? Read on. Most “humorous” nursing books out there are injected with weak humor in an attempt to make the nursing profession look good. I, on the other hand, inject nursing with black humor. I don’t pretend there’s anything special about nursing, and I don’t try to sell this profession. In fact, once you’re done reading you’ll likely think twice before enrolling in a nursing school. I just tell it how it is. I follow only one rule: go to where the pain is. Through ten stories, I reveal the inner thoughts of male nurses and the unique challenges they face being minorities in a backdrop of vaginas and estrogen. At the end of each story, I share coaching tips. I've been a male nurse for several years and want to share my most interesting adventures and insights. I've also asked the following questions as guide posts: What do men really need to know about nursing? What can I share to add value to people considering nursing as a career? What would I have wanted to know when I was 18 years old? How could I express what people need to know, not what they want to know? Whether you’re a nursing student struggling with touching anuses or a 40 year old thinking that becoming a nurse will make life meaningful, you will find value in this book. Heck, even a nurse practitioner with a business practice will find timeless advice. I quit nursing, only to come back again. Here are some stories and lessons along the way.

    We all have one, but most of us will never see one. The heart surgeon now has that privilege but, for centuries, the heart was out of reach even for surgeons. So when a surgeon nowadays opens up a ribcage and mends a heart, it remains something of a miracle, even if, to some, it is merely plumbing. As with plumbers, the quality of surgeons’ work varies. As with plumbers, surgeons’ opinion of their own prowess and their own attitude to risk are not always reliable. Measurement is key. We’ve had a century of effective evidence-based medicine. We’ve had barely a decade of thorough monitoring of clinical outcomes. Thanks to the ground-breaking risk modelling of pioneering surgeons like Samer Nashef, we at last know how to judge whether an operation is in a patient’s best interest, which hospital and surgeon would be best for that operation, when it might best be performed and what the exact level of risk is. We have at last made what is important in surgery measurable. But how should surgeons, and their patients, use these newfound insights? Ever since his days as a medical student, Samer Nashef has challenged the medical profession to be more open and more accurate about the success of surgical procedures, for the sake of the patients. In The Naked Surgeon, he unclothes his own profession to demonstrate to his reader (and prospective patient) many revelations, such as the paradox at the heart of the cardiac surgeon’s craft: the more an operation is likely to kill you, the better it is for you. And he does so with absolute clarity, fluency and not a little wit.

    This guide also helps you understand the many data-mining techniques in use today.Based on an MBA course Provost has taught at New York University over the past ten years, Data Science for Business provides examples of real-world business problems to illustrate these principles. You’ll not only learn how to improve communication between business stakeholders and data scientists, but also how participate intelligently in your company’s data science projects. You’ll also discover how to think data-analytically, and fully appreciate how data science methods can support business decision-making.Understand how data science fits in your organization—and how you can use it for competitive advantageTreat data as a business asset that requires careful investment if you’re to gain real valueApproach business problems data-analytically, using the data-mining process to gather good data in the most appropriate wayLearn general concepts for actually extracting knowledge from dataApply data science principles when interviewing data science job candidates

     Develop the skills and knowledge you need to make evidence-based practice (EBP) an integral part of your clinical decision-making and everyday nursing practice with this proven, approachable text. Written in a straightforward, conversational style, Evidence-Based Practice in Nursing & Healthcare delivers real-world examples and meaningful strategies in every chapter to help you confidently meet today’s clinical challenges and ensure positive patient outcomes.NEW! Making Connections: An EBP Exemplar opens each unit, immersing you in an unfolding case study of EBP in real-life practice.NEW! Chapters reflect the most current implications of EBP on health policy and the context, content, and outcomes of implementing EBP competencies in clinical and academic settings.NEW! Learning objectives and EBP Terms to Learn at both the unit and chapter levels help you study efficiently and stay focused on essential concepts and vocabulary.Making EBP Real features continue to end each unit with real-world examples that demonstrate the principles of EBP applied.EBP Fast Facts reinforce key points at a glance.Clinical Scenarios clarify the EBP process and enhance your rapid appraisal capabilities.

    But sometimes we don't know what to say or do and don't feel comfortable asking. With sensitive insights and thoughtful anecdotes, Help Me Live provides a personal yet thoroughly researched account of words and actions that are most helpful.

    That solutions-oriented individual who adds value by enhancing the executive's productivity, elevating their performance and functioning as their indispensible business partner and 'right arm.'As you read this book, you will discover the genesis of the formidable talents that are the hallmark of exeptional assistants, and understand the value they can bring to you. Throughout the book you will hear from dozens of executives and close to one hundred assistants, who gave the author a candid look into their day-to-day activities, the expectations and demands on the executive-assistant relationship, as well as their advice for how executives and assistants can work successfully and productively together. As you read about these assistants, you will begin to understand why you should not settle for anything less than a stellar assistant who knows what you need and how to give it to you, who will smooth out your life and make your workday a rewarding experience.This book provides not only the inspiration to achieve a successful business partnership, but also provides know-how and practical tools to recruit, train and work on a day-to-day basis with an exceptional assistant, showing you how to put their exemplary talents to good use. Part 1 explores the relationships between successful executives and their assistants and defines what an 'exceptional executive assistant' is. In Part 2, Jones describes the crucial characteristics that all exceptional executive assistants epitomize, and how they are critical to not only your day-to-day routine, but to your success as an executive or entrepreneur.Part 3 of this book will explore the processes, resources and skills that you will need to hire an exceptional assistant. Part 4 takes a deeper dive into the executive and assistant relationship and offers a guide to setting up a successful partnership. As with any business collaboration, it is a two-way street. In order to solidify the partnership, the executive must reciprocate. With examples throughout from successful CEOs and entrepreneurs, this book will help you create a robust, dynamic and productive partnership with your executive assistant.

    It is a conversational book that feels easy and informative. This short and lucid book covers everything important, with concrete examples, and invites the reader to join this field. The chapters in the book are organized for a typical one-semester course. The book contains case-lets from real-world stories at the beginning of every chapter. There is a running case study across the chapters as exercises. This book is designed to provide a student with the intuition behind this evolving area, along with a solid toolset of the major data mining techniques and platforms. Students across a variety of academic disciplines, including business, computer science, statistics, engineering, and others are attracted to the idea of discovering new insights and ideas from data. This book can also be gainfully used by executives, managers, analysts, professors, doctors, accountants, and other professionals to learn how to make sense of the data coming their way. This is a lucid flowing book that one can finish in one sitting, or can return to it again and again for insights and techniques. Table of Contents Chapter 1: Wholeness of Business Intelligence and Data Mining Chapter 2: Business Intelligence Concepts & Applications Chapter 3: Data Warehousing Chapter 4: Data Mining Chapter 5: Decision Trees Chapter 6: Regression Models Chapter 7: Artificial Neural Networks Chapter 8: Cluster Analysis Chapter 9: Association Rule Mining Chapter 10: Text Mining Chapter 11: Web Mining Chapter 12: Big Data Chapter 13: Data Modeling Primer Appendix: Data Mining Tutorial using Weka

    It is filled with lessons and examples from the author's 40 years of experience, and shows how to set performance standards, make sure the right work is being done, and remove performance barriers. It also illustrates how leaders can make the transition to the next level and achieve full performance. This audiobook gives leaders in any industry an advantage over the competition.

    You'll discover the power of storytelling and the way to make data a pivotal point in your story. The lessons in this illuminative text are grounded in theory, but made accessible through numerous real-world examples--ready for immediate application to your next graph or presentation.Storytelling is not an inherent skill, especially when it comes to data visualization, and the tools at our disposal don't make it any easier. This book demonstrates how to go beyond conventional tools to reach the root of your data, and how to use your data to create an engaging, informative, compelling story. Specifically, you'll learn how to:Understand the importance of context and audience Determine the appropriate type of graph for your situation Recognize and eliminate the clutter clouding your information Direct your audience's attention to the most important parts of your data Think like a designer and utilize concepts of design in data visualization Leverage the power of storytelling to help your message resonate with your audience Together, the lessons in this book will help you turn your data into high impact visual stories that stick with your audience. Rid your world of ineffective graphs, one exploding 3D pie chart at a time. There is a story in your data--Storytelling with Data will give you the skills and power to tell it!