The theory is sound, but something goes wrong, and a highly contagious combination of virus and prion is unleashed, a middle-stage organism too dangerous to test. With emergency services overwhelmed, a small community hospital tries to combat the unthinkable--an illness that causes aggression, spreads through violence, and won’t allow the dead to rest.

    A young Hunter. A vow of vengeance. Sah Lee survives the assault that destroys her planet. Can she survive the hostile alien army she joins to get her revenge? Hunter, Warrior, Commander is a military space opera. If you like characters that you can get to know and care about, alien armies, intense upfront and personal action and a story that you won’t want to put down, then you’ll love this. Are you ready for a sleeples night? You won't want to put this down! Hunter, Warrior, Commander is a standalone book set in the People’s universe, introduced in Unwilling From Earth by the same author.

    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!

    The many aspects of our lives that are governed by social networks make it critical to understand how they impact behavior, which network structures are likely to emerge in a society, and why we organize ourselves as we do. In Social and Economic Networks, Matthew Jackson offers a comprehensive introduction to social and economic networks, drawing on the latest findings in economics, sociology, computer science, physics, and mathematics. He provides empirical background on networks and the regularities that they exhibit, and discusses random graph-based models and strategic models of network formation. He helps readers to understand behavior in networked societies, with a detailed analysis of learning and diffusion in networks, decision making by individuals who are influenced by their social neighbors, game theory and markets on networks, and a host of related subjects. Jackson also describes the varied statistical and modeling techniques used to analyze social networks. Each chapter includes exercises to aid students in their analysis of how networks function.This book is an indispensable resource for students and researchers in economics, mathematics, physics, sociology, and business.

    The world is a different place after dark, and this breathtaking book illuminates the mesmerizing realm of all things nocturnal, with more than 250 glorious images. Page after page of vivid photographs explore the many nuances of night vision--from the sea by moonlight to night markets in Laos to the face of a child lit up by a screen in a darkened room. The range of images in these pages is breathtaking: A smoky jazz club. Flowers that bloom only at night. Phosphorescent fish. Lions photographed with infrared cameras. The Eiffel Tower, all lit up. Faces around a campfire. A stadium lit by floodlights. Earth from space. Elegant, sexy, and a little mysterious, this richly illustrated book is a stunning pathway to some of the world's most captivating sights.

    But in spirit, the title is apt, as the book does cover a much broader range of topics than a typical introductory book on mathematical statistics. This book is for people who want to learn probability and statistics quickly. It is suitable for graduate or advanced undergraduate students in computer science, mathematics, statistics, and related disciplines. The book includes modern topics like nonparametric curve estimation, bootstrapping, and clas- sification, topics that are usually relegated to follow-up courses. The reader is presumed to know calculus and a little linear algebra. No previous knowledge of probability and statistics is required. Statistics, data mining, and machine learning are all concerned with collecting and analyzing data. For some time, statistics research was con- ducted in statistics departments while data mining and machine learning re- search was conducted in computer science departments. Statisticians thought that computer scientists were reinventing the wheel. Computer scientists thought that statistical theory didn't apply to their problems. Things are changing. Statisticians now recognize that computer scientists are making novel contributions while computer scientists now recognize the generality of statistical theory and methodology. Clever data mining algo- rithms are more scalable than statisticians ever thought possible. Formal sta- tistical theory is more pervasive than computer scientists had realized.

    1 Welcome to ggplot2 ggplot2 is an R package for producing statistical, or data, graphics, but it is unlike most other graphics packages because it has a deep underlying grammar. This grammar, based on the Grammar of Graphics (Wilkinson, 2005), is composed of a set of independent components that can be composed in many di?erent ways. This makesggplot2 very powerful, because you are not limited to a set of pre-speci?ed graphics, but you can create new graphics that are precisely tailored for your problem. This may sound overwhelming, but because there is a simple set of core principles and very few special cases, ggplot2 is also easy to learn (although it may take a little time to forget your preconceptions from other graphics tools). Practically, ggplot2 provides beautiful, hassle-free plots, that take care of ?ddly details like drawing legends. The plots can be built up iteratively and edited later. A carefully chosen set of defaults means that most of the time you can produce a publication-quality graphic in seconds, but if you do have special formatting requirements, a comprehensive theming system makes it easy to do what you want. Instead of spending time making your graph look pretty, you can focus on creating a graph that best reveals the messages in your data

    This book focuses on practical algorithms that have been used to solve key problems in data mining and which can be used on even the largest datasets. It begins with a discussion of the map-reduce framework, an important tool for parallelizing algorithms automatically. The authors explain the tricks of locality-sensitive hashing and stream processing algorithms for mining data that arrives too fast for exhaustive processing. The PageRank idea and related tricks for organizing the Web are covered next. Other chapters cover the problems of finding frequent itemsets and clustering. The final chapters cover two applications: recommendation systems and Web advertising, each vital in e-commerce. Written by two authorities in database and Web technologies, this book is essential reading for students and practitioners alike.

    With help from Dr. Seuss and Cookie Monster, she explains why numbers can’t be objective: in order to count, one must first decide what counts. Every number is the ending to a story built on cultural assumptions, social conventions, and personal judgments.And yet, in this age of big data and metric mania, numbers shape almost every facet of our lives: whether we get hired, fired, or promoted; whether we get into college or out of prison; how our opinions are gathered and portrayed to politicians; or how government designs health and safety regulations. In warm and playful prose, Counting explores what happens when we measure nebulous notions like merit, race, poverty, pain, or productivity.When so much rides on numbers, they can become instruments of social welfare, justice, and democracy—or not. The citizens of Flint, Michigan, for instance, used numbers to prove how their household water got contaminated and to force their government to take remedial action. In stark contrast, the Founding Fathers finessed an intractable conflict by counting each slave as three-fifths of a person in the national census. They set a terrible precedent for today’s politicians who claim to solve moral and political dilemmas with arithmetic.Suffused with moral reflection and ending with a powerful epilogue on COVID-19’s dizzying statistics, Counting will forever change our relationship with numbers.

    That is to say that he loves and cares for his family, is successful in his career, popular around the neighborhood, can dress himself (often without injury) and is capable of reasonable thought. Demographically, however, he functions like a 4-year-old that can't quite master the intricacies of the potty. It isn't his fault. He studied hard and got a college degree. He works hard and earns a comfortable living. But, like all other dumb white husbands, he leads a dual life; competent member of society by day, helpless male by night, weekends and holidays. He has served for years as the nervous legal department-approved foil of commercials, TV and movies. And, for this service, we thank him. No one has ever cared to look inside the mind of the dumb white husband - probably for a fear of what we might find - but, if we took a minute to consider it, we may see that he's not as dumb as we all think. But, he probably is. In this adventure, Dumb White Husband goes to the grocery store.NOTE: This title is also available as part of the Dumb White Husband collected edition, Dumb White Husband for President (and other stories)

    With this insightful book, intermediate to experienced programmers interested in data analysis will learn techniques for working with data in a business environment. You'll learn how to look at data to discover what it contains, how to capture those ideas in conceptual models, and then feed your understanding back into the organization through business plans, metrics dashboards, and other applications.Along the way, you'll experiment with concepts through hands-on workshops at the end of each chapter. Above all, you'll learn how to think about the results you want to achieve -- rather than rely on tools to think for you.Use graphics to describe data with one, two, or dozens of variablesDevelop conceptual models using back-of-the-envelope calculations, as well asscaling and probability argumentsMine data with computationally intensive methods such as simulation and clusteringMake your conclusions understandable through reports, dashboards, and other metrics programsUnderstand financial calculations, including the time-value of moneyUse dimensionality reduction techniques or predictive analytics to conquer challenging data analysis situationsBecome familiar with different open source programming environments for data analysisFinally, a concise reference for understanding how to conquer piles of data.--Austin King, Senior Web Developer, MozillaAn indispensable text for aspiring data scientists.--Michael E. Driscoll, CEO/Founder, Dataspora

     On the cutting edge of kitchen science, Kamozawa and Talbot regularly consult for restaurants to help them solve cooking conundrums. And yet they often find it’s the simplest tips that can be the most surprising—and the ones that can help home cooks take their cooking to a new level.  With this book, you’ll learn:   • Why steaming potatoes in the pressure cooker before frying them makes for the crispiest French fries    • Why, contrary to popular belief, you should flip your burgers often as you cook them for the best results    • How a simple coating of egg white, baking soda, and salt helps create chicken wings that are moist and juicy on the inside with a thin, crackling exterior    • How to cook steak consistently and perfectly every time    • How to make easy egg-free ice creams that are more flavorful than their traditional custard-base cousins    • How to make no-knead Danish that are even better than the ones at your local bakery    • How to smoke vegetables to make flavorful vegetarian dishes    • Why pâte à choux—or cream puff dough—makes foolproof, light-as-air gnocchi    • How pressure cooking sunflower seeds can transform them into a creamy risotto    • How to elevate everyday favorites and give them a fresh new spin with small changes—such as adding nori to a classic tomato salad Sharing expert advice on everything from making gluten-free baking mixes and homemade cheeses and buttermilk to understanding the finer points of fermentation or sous-vide cooking, Kamozawa and Talbot chronicle their quest to bring out the best in every ingredient. With a focus on recipes and techniques that can help anyone make better meals every day and 75 color photographs that show both step-by-step processes and finished dishes, Maximum Flavor will encourage you to experiment, taste, play with your food, and discover again why cooking and eating are so fascinating and fun.

    When it sank in April 1912 after hitting an iceberg, killing more than 1,500 people, the world was forever changed and the public has been spellbound ever since. Now, a century later, the "Titanic" is about to disappear again: its infrastructure is set to collapse in the next few years. In this book, scientist Charles Pellegrino offers what may be the last opportunity to see the ship before it is lost to the seas for eternity. The last book to be written while survivors were still alive and able to contribute details, "Farewell, Titanic" includes many untold stories about the sinking and exploration of the unsinkable ship.Author Charles Pellegrino provided source material for James Cameron's Oscar-winning "Titanic" film, which is being re-released in 3D at the same time as the bookIncludes 16 pages of never-before-published full-color photographs of the sunken vesselIncludes all-new information about the "Titanic" research that has been carried out in the last decadeWritten by a "New York Times" bestselling author who participated in the post-discovery analysis of the "Titanic"'s remains during the expedition that immediately followed Robert Ballard's "Titanic" discovery in 1985

    It is also a practical, modern introduction to scientific computing in Python, tailored for data-intensive applications. This is a book about the parts of the Python language and libraries you'll need to effectively solve a broad set of data analysis problems. This book is not an exposition on analytical methods using Python as the implementation language.Written by Wes McKinney, the main author of the pandas library, this hands-on book is packed with practical cases studies. It's ideal for analysts new to Python and for Python programmers new to scientific computing.Use the IPython interactive shell as your primary development environmentLearn basic and advanced NumPy (Numerical Python) featuresGet started with data analysis tools in the pandas libraryUse high-performance tools to load, clean, transform, merge, and reshape dataCreate scatter plots and static or interactive visualizations with matplotlibApply the pandas groupby facility to slice, dice, and summarize datasetsMeasure data by points in time, whether it's specific instances, fixed periods, or intervalsLearn how to solve problems in web analytics, social sciences, finance, and economics, through detailed examples

    This friendly, easy-to-read guide gently introduces you to the most commonly used features of SAS software plus a whole lot more! Authors Lora Delwiche and Susan Slaughter have revised the text to include concepts of the Output Delivery System; the STYLE= option in the PRINT, REPORT, and TABULATE procedures; ODS HTML, RTF, PRINTER, and OUTPUT destinations; PROC REPORT; more on PROC TABULATE; exporting data; and the colon modifier for informats. You'll find clear and concise explanations of basic SAS concepts (such as DATA and PROC steps), inputting data, modifying and combining data sets, summarizing and presenting data, basic statistical procedures, and debugging SAS programs. Each topic is presented in a self-contained, two-page layout complete with examples and graphics. This format enables new users to get up and running quickly, while the examples allow you to type in the program and see it work!