They are established tools in a wide range of industrial applications, including search engines, DNA sequencing, stock market analysis, and robot locomotion, and their use is spreading rapidly. People who know the methods have their choice of rewarding jobs. This hands-on text opens these opportunities to computer science students with modest mathematical backgrounds. It is designed for final-year undergraduates and master's students with limited background in linear algebra and calculus. Comprehensive and coherent, it develops everything from basic reasoning to advanced techniques within the framework of graphical models. Students learn more than a menu of techniques, they develop analytical and problem-solving skills that equip them for the real world. Numerous examples and exercises, both computer based and theoretical, are included in every chapter. Resources for students and instructors, including a MATLAB toolbox, are available online.

    Meet Philadelphia Flyer Wayne Simmonds and Paralympian gold medalist Greg Westlake, who wouldn’t be at the top of their sport without the never-ending support of their families and communities. See how they’re giving back to show young hockey hopefuls that anything is possible. Read about players like Ben Fanelli, who overcame catastrophic injury to keep playing the game he loved and is using his story as a platform to help others, or the renowned Canadian neurosurgeon Dr. Charles Tator, who is leading the charge to protect athletes from the dangers of brain trauma and concussion. From hockey commentators Andi Petrillo and Harnarayan Singh, who broke down barriers to be on air, to Karina Potvin, the youth hockey coach welcoming Syrian boys and girls to Canada by introducing them to our national pastime, these are the stories of everyday hockey heroes—those who defy the odds, advocate for inclusion, and champion the next generation of hockey. From small-town rinks to big city arenas across the country, this collection celebrates everyone who loves our great game. Heartwarming and entertaining, Everyday Hockey Heroes is a must-read for every hockey fan.

    Treasury. And Alva Vanderbilt squandered tens of thousands on one evening to crack the closed social circle of the Mrs. Astor. And when Jay Gould, of Black Friday fame, sent his card to one of the Rothschilds, it was returned with the comment, "Europe is not for sale." It was this climate of mid- and late-nineteenth-century excess that fostered the most rapid period of growth in the history of the United States, replacing the unyielding Puritanism of Cotton Mather with the flexible creed of Henry Ward Beecher. National Book Award nominee Milton Rugoff gives his uniquely revealing view of the Gilded Age in this collective biography of Americans from 1850 to 1890. Writing on the political spoilsmen, money kings, parvenus, forty-niners, lords of the press, sexual transgressors, and women's rights leaders, Rugoff focuses on thirty-six men and women from almost every walk of life. His exponents include U.S. Grant, John Charles Frémont, Cornelius Vanderbilt, Jim Fisk, Elizabeth Cady Stanton, Horatio Alger, free-love advocate Victoria Woodhull, first female surgeon Bethenia Owens-Adair, Brigham Young's rebellious nineteenth wife Anna Eliza Young, Boston Brahmin Charles Eliot Norton, Gold Rush pioneer Sarah Royce, black visionary Sojourner Truth, and to critique American society, Walt Whitman. In examining the Gilded Age, Milton Rugoff offers fresh glimpses into the lives of the celebrities of the era, as well as some lesser-known Americans, while at the same time revealing the roots of problems that still plague us today.

    Industry experts Jacqueline Nolis and Emily Robinson lay out the soft skills you’ll need alongside your technical know-how in order to succeed in the field. Following their clear and simple instructions you’ll craft a resume that hiring managers will love, learn how to ace your interview, and ensure you hit the ground running in your first months at your new job. Once you’ve gotten your foot in the door, learn to thrive as a data scientist by handling high expectations, dealing with stakeholders, and managing failures. Finally, you’ll look towards the future and learn about how to join the broader data science community, leaving a job gracefully, and plotting your career path. With this book by your side you’ll have everything you need to ensure a rewarding and productive role in data science.

    From Mary, Queen of Scots, trapped by her own code, to the Navajo Code Talkers who helped the Allies win World War II, to the incredible (and incredibly simple) logisitical breakthrough that made Internet commerce secure, The Code Book tells the story of the most powerful intellectual weapon ever known: secrecy.Throughout the text are clear technical and mathematical explanations, and portraits of the remarkable personalities who wrote and broke the world’s most difficult codes. Accessible, compelling, and remarkably far-reaching, this book will forever alter your view of history and what drives it. It will also make you wonder how private that e-mail you just sent really is.

     Mike Weiss spent nearly two years with Ferrari-Carano, a California winemaker founded in Sonoma County just over twenty years ago by Don Carano, a casino and hotel mogul from Reno. The narrative in A Very Good Year follows Ferrari-Carano’s Fume Blanc from barren vines in November to its first sampling by a customer at the Four Seasons in New York, and, over the course of the book, Weiss presents his unique insight into the making and marketing of wine today. BACKCOVER: “Superb. . . . Weiss tells a great story.” —THE NEW YORK TIMES “Finally, a wine book that explains all the ingredients. . . . You will marvel at the richness of what Mike Weiss . . . was able to capture and convey within this delicious book.” —LOS ANGELES TIMES “Compelling . . . A Very Good Year is both entertaining and comprehensive.” —THE BOSTON GLOBE “A sweeping book about tourism, globalism, environmental sustainability, immigration, and glamour. . . . The bottle of Fume Blanc . . . is like a Pandora’s box. Open it up and out spill all the vanity, marketing savvy, self-mythologizing, acres of land, buckets of money, precise science, alchemical blending, and feudal working conditions that make up the California dream known as the wine industry.” —SAN FRANCISCO CHRONICLE

    As an avid traveller and then travel journalist, she's spent most of her working life on a plane somewhere, and over 10 years writing about the places she's ended up. In Departures she brings all of that knowledge together with the signature warmth and wit of her journalism. Anna is here to show that even the experts get it wrong, and how to get it right . . .

    A motley crew of men, some hoping it’s them. A mum on a mission to match make. And an age-old tradition with a twist. Welcome to the world of the arranged marriage. “While I’m young, (somewhat) free and single, time is - by Bengali standards - marching on. I’ve got to meet my dream man, or at least someone I can grow to like, and get married. The trouble is, having never fully fit in with my English friends or Asian community, I don’t really know what - or who – I’m looking for. Luckily (or not) for me, arranged marriages are still a thing. So alongside my own dating efforts, it’s everyone’s business - from my adorable yet overbearing mum, to pretend aunties and profiteering opportunists - to find me a match. With all this help, I’m pretty sure I’ll land a husband, but will he be ‘The One’?” The Secret Diary of an Arranged Marriage lifts the lid on the intriguing world of British-Bengali matrimony. The debut novel from former journalist Halima Khatun explores family, identity and belonging with acerbic humour. It’ll change your view of matchmaking for good…

    A comprehensive introduction to the subject, this book shows in detail how such problems can be solved numerically with great efficiency. The focus is on recognizing convex optimization problems and then finding the most appropriate technique for solving them. The text contains many worked examples and homework exercises and will appeal to students, researchers and practitioners in fields such as engineering, computer science, mathematics, statistics, finance, and economics.

    But most of us don’t have the time to spend hours in the kitchen. Steve and Kathy are no exception, and with The Happy in a Hurry Cookbook, they bring together more than a hundred recipes for favorite comfort foods that come together in a flash—from last-minute entrees to set-it-and-forget-it slow-cooker meals. The Happy in a Hurry Cookbook includes recipes covering a variety of occasions and favorite foods, from holidays, casseroles, and one-pot meals to chicken, pasta, and desserts, as well a whole chapter devoted to the ultimate comfort ingredient: potatoes. Steve and Kathy also share their clever Happy in a Hurry Hacks, which save prep and cooking time and can be used no matter what recipes you're using. Best of all, they include more hilarious and heartwarming stories from the Doocy family and (some well-known) friends.With The Happy in a Hurry Cookbook you can enjoy time-saving, all-American home cooking at its best—nothing fancy, everything delicious—with recipes such as:Buffalo Chicken TacosCarrot Cake WafflesRed, White, and Blueberry Summer Fruit SaladCrockpot CarnitasPumpkin-Swirled Mashed PotatoesSweet Tea Fried ChickenBacon Braided Smoked Turkey BreastRitz Cracker Crust Peanut Butter PieSix-Minute Strawberry Pie Best of all, the easy, pleasing recipes in The Happy in a Hurry Cookbook leave you and your family with more time to do the things you love!The Happy in a Hurry Cookbook is illustrated with 65 color food photos throughout and homey shots of the Doocys with friends and family, sure to please their many fans.

    The book will teach you about:* Neural networks, a beautiful biologically-inspired programming paradigm which enables a computer to learn from observational data* Deep learning, a powerful set of techniques for learning in neural networksNeural networks and deep learning currently provide the best solutions to many problems in image recognition, speech recognition, and natural language processing. This book will teach you the core concepts behind neural networks and deep learning.

    Now three of her most popular have been combined into one beautiful hardcover volume. The Power of a Praying? Wife gently reminds women that God listens for the prayers they pray especially for their husbands and marriages. In The Power of a Praying? Parent, Stormie's compassionate mother's heart reaches out to her readers with empathy and wisdom as she shares her parenting journey. And The Power of a Praying? Woman specifically looks at key areas of a woman's life so that she can bathe them with the power of prayer and then rejoice in new depth, growth, and fruitfulness.

    It provides comprehensive coverage of the subject from basic principles to state-of-art concepts and applications. The objective is to give the reader a sound understanding of the principles and the basis for applying them in a variety of both product and nonproduct situations. While statistical techniques are emphasized throughout, the book has a strong engineering and management orientation. Guidelines are given throughout the book for selecting the proper type of statistical technique to use in a wide variety of product and nonproduct situations. By presenting theory, and supporting the theory with clear and relevant examples, Montgomery helps the reader to understand the big picture of important concepts. Updated to reflect contemporary practice and provide more information on management aspects of quality improvement.

    If you use Python, even as a beginner, this book will teach you practical ways to build your own machine learning solutions. With all the data available today, machine learning applications are limited only by your imagination.You'll learn the steps necessary to create a successful machine-learning application with Python and the scikit-learn library. Authors Andreas Muller and Sarah Guido focus on the practical aspects of using machine learning algorithms, rather than the math behind them. Familiarity with the NumPy and matplotlib libraries will help you get even more from this book.With this book, you'll learn:Fundamental concepts and applications of machine learningAdvantages and shortcomings of widely used machine learning algorithmsHow to represent data processed by machine learning, including which data aspects to focus onAdvanced methods for model evaluation and parameter tuningThe concept of pipelines for chaining models and encapsulating your workflowMethods for working with text data, including text-specific processing techniquesSuggestions for improving your machine learning and data science skills

    Now you can experience both of the vivid and remarkable accounts of the assassinations that changed America's history in a dual hardcover boxed set. Relive the last days of Abraham Lincoln and John F. Kennedy—two presidents living in different eras, yet tied by their duty to their country and the legacies they so abruptly left behind.