But how can you get started working in a wide-ranging, interdisciplinary field that’s so clouded in hype? This insightful book, based on Columbia University’s Introduction to Data Science class, tells you what you need to know.In many of these chapter-long lectures, data scientists from companies such as Google, Microsoft, and eBay share new algorithms, methods, and models by presenting case studies and the code they use. If you’re familiar with linear algebra, probability, and statistics, and have programming experience, this book is an ideal introduction to data science.Topics include:Statistical inference, exploratory data analysis, and the data science processAlgorithmsSpam filters, Naive Bayes, and data wranglingLogistic regressionFinancial modelingRecommendation engines and causalityData visualizationSocial networks and data journalismData engineering, MapReduce, Pregel, and HadoopDoing Data Science is collaboration between course instructor Rachel Schutt, Senior VP of Data Science at News Corp, and data science consultant Cathy O’Neil, a senior data scientist at Johnson Research Labs, who attended and blogged about the course.

    The way a teaching machine works is: It asks you a question. If you give the right answer, it goes on to the next question. If you give the wrong answer, it tells you why the answer is wrong and tells you to go back and try again. This is called "programmed learning". The real authors were experts and authorities in the field of programmed learning. Bobby Fischer lent his name to the project. Stuart Margulies is a chess master and also a recognized authority on programmed learning. He is a widely published author of more than 40 books, all in the field of programmed learning, especially in learning how to read. For example, one of his books is "Critical reading for proficiency 1 : introductory level". Donn Mosenfelder is not a known or recognized chess player, but he was the owner of the company that developed and designed this book. He has written more than 25 books, almost all on basic reading, writing and math.

    Far more than a personality test, author Chris Heuertz writes, the enneagram is a sacred map to the soul. Lies about who we think we are keep us trapped in loops of self-defeat. But the enneagram offers a bright path to cutting through the internal clutter and finding our way back to God and to our true identity as God created us.Chris Heuertz’ life was forever changed after he learned about the enneagram 15 years ago. Today, he leads enneagram workshops all over the world. Join Chris as he shows you how this ancient tool can help you awaken to the gifts God has given you, find freedom from your personal patterns of sin and fear, and grow in acceptance of your identity as you grow with God.In conversational style with compelling stories, The Sacred Enneagram will show youHow to understand the 'why' behind your type, beyond caricatures and stereotypesHow to align your type with prayer posturesHow to identify and find freedom from self-destructive patternsHow to grow in spiritual discernmentHow to face your past wounds and step toward healingHow to awaken your unique gifts to serve today’s broken worldChris’s own journey with the enneagram is an accessible introduction and exploration of how the enneagram can change your life, because to the extent that we are transformed, the world will be transformed.

    Just because these recipes are a breeze to throw together doesn’t mean they’re lacking in flavor or creativity. O’Dea knows how to make standard slow-cooker fare delectable, with recipes like Pulled Pork Jalapeño Dip, Pureed Pumpkin Soup, and Cornbread Casserole, while also providing plenty of unexpected slow-cooker dishes like Ginger Glazed Mahi Mahi, Artichoke Angel Hair Pasta, Flan, and Cheesecake. There is also a whole chapter for vegetarian meals, as well as gluten-free options for every recipe in the book. And she does it all with five ingredients or less!

    Chock full of easy to understand instructions and full color pictures for the 24 recipes included, you are sure to succeed with this book, regardless of your skill level. With a few simple ingredients, and a little bit of time, you’ll be making bath bombs in an afternoon. You’re in good hands with this quick and easy guide to showing you not only the basics, but also more fun and challenging recipes like the Fizzy Pops, designed to look like tasty cake pop treats. Taking it a step further she has also included cupcake bath bombs with a sugar scrub topping. Who wouldn't love to make these? This book can be a project for yourself, a gift for a friend, or an enhancement to your knowledge in the world of bath and body crafts. Whatever the purpose, the reader will enjoy!

    Smartphones, tablets, smart watches, and other devices constantly vie for our attention. In both business and life, we are constantly bombarded with tweets, likes, mentions, and a constant stream of information. The inability to pay attention impacts learning, parenting, prioritizing, and leading. Not surprisingly, attention spans have gotten shorter. Already being pulled in a dozen directions every minute, managers and business leaders often struggle to address important issues and focus on everything that needs attention.Noise: Living and Leading When Nobody Can Focus teaches managers and leaders how to help themselves and others sharpen their focusing skills. In this follow-up to his first book Brief--the proven, step-by-step approach to clear, concise, and effective communication--author Joseph McCormack helps readers cut through the static and devote their attention to what is important. This engaging, informative book will help you:Apply effective, real-world techniques to hone your focus and reduce interference Learn the lessons taught to organizations such as Harley-Davidson, BMO Harris Bank, MasterCard, and the US Army Understand how modern technology can actually strengthen your focus if used correctly Avoid becoming a casualty of "weapons of mass distraction" Noise: Living and Leading When Nobody Can Focus is a valuable resource for leaders and managers seeking to develop laser-sharp focus and apply it to everything you do.

    This practical guide from renowned software architect Neal Ford helps you transition from a Java-writing imperative programmer to a functional programmer, using Java, Clojure, and Scala as examples.Rather than focus on specific language features, Functional Thinking looks at a variety of common practices in OOP languages and then shows you how to solve the same problems with a functional language. For instance, you know how to achieve code-reuse in Java via mechanisms such as inheritance and polymorphism. Code reuse is also possible in functional languages, using high-order functions, composition, and multi-methods.Ford encourages you to value results over steps, so you can begin to think like a functional programmer. Expect your mind to be bent, but you’ll finish with a much better understanding of both the syntax and semantics of functional languages.

    Known for his photography, his teaching, and his ability to connect with photographers, Zack has long had an "open door" approach to discussing his career-the ups and the downs-and in so doing has provided a straightforward and candid look inside the industry. By consistently showing great work and offering helpful advice, he has built a large, loyal readership that looks to him for guidance in navigating the currents of a difficult and dynamic industry. Now, Zack finds yet another way to cut through the noise and offer truly valuable information to those struggling to make their way through the twists and turns of an ever-changing landscape.In Photography Q&A, Zack answers over 100 questions that he fielded directly from the public. These are questions that range across all aspects of the photo industry: gear, marketing, street photography, vision, pricing, branding, light, models, work/life balance, technical advice, and much more. From how to "put yourself out there" and start to get jobs, to how to get paid for those jobs when the client is slow to cut the check-and everything in between- Photography Q&A answers many of the pressing questions that photographers are asking, but until now have not been addressed. The book also includes intermittent "Visual Intermission" sections-where Zack discusses individual images that were milestones in his development as a photographer-as well as worksheets on topics such as pricing and costs that help photographers to "know their numbers."With all this material, and with insightful, honest answers that come straight from Zack's experience as a photographer who has seen it all (or at least a lot of it), Photography Q&A is an essential resource for any photographer looking for the real answers to the real questions in the industry today.

      PLEASE NOTE:  The goal of these recipes, especially the bonus chapters for QUICK salads, breads, and desserts is to prepare something delicious yet fast.  To accomplish this, reliance on some prepared foods is required.  If you prefer not to use prepared food items, then you can replace with fresh ingredients or consider purchasing a cookbook that is more to your culinary liking.  However, if you want to be in and out of the kitchen fast, then you will appreciate these recipes that are quick without sacrificing on taste.As calendars fill up, it gets harder and harder to find the time to enjoy family meals together. The recipes in this cookbook can help you ease that dinnertime crunch. All it takes is a slow cooker and this versatile collection of recipes, and you're on the way to preparing delicious meals that simmer for hours and are ready to serve in minutes at the end of the day. Each one of these 80 exceptional ideas has personally been tested to guarantee that it works perfectly and is practical for your family.You will find main dishes for every taste - from beef, pork, and lamb entrées to poultry, fish, and meatless recipes. Plus there are slow-simmering side dishes and appetizers to tote to potlucks or serve at parties. And to make meal planning easy, you can take advantage of the three bonus chapters that showcase quick salads, breads, and desserts to round out slow-cooker meals. If you have questions about slow cooking, check the slow cooker basics chapter for helpful information.With the creative ideas in Satisfying Slow Cooker Meals and More, you will always have the help and inspiration you need to fit satisfying home-cooked meals into your busy family's routine.

    Postwar is the first modern history that covers all of Europe, both east and west, drawing on research in six languages to sweep readers through thirty-four nations and sixty years of political and cultural change-all in one integrated, enthralling narrative. Both intellectually ambitious and compelling to read, thrilling in its scope and delightful in its small details, Postwar is a rare joy.Finalist for the Pulitzer PrizeWinner of the Council on Foreign Relations Arthur Ross Book AwardOne of the New York Times' Ten Best Books of the Year.Table of contentsAbout the authorCopyright pageDedicationPreface & acknowledgementIntroductionPART ONE - Post-War: 1945-19531. The legacy of war2. Retribution3. The rehabilitation of Europe4. The impossible settlement5. The coming of the Cold War6. Into the whirlwind7. Culture warsCODA The end of old EuropePART TWO - Prosperity and its discontents: 1953-19718. The politics of stability9. Lost illusions10. The age of affluencePOSTSCRIPT: A Tale of two economies11. The Social Democrat moment12. The spectre of revolution13. The end of the affairPART THREE - Recessional: 1971-198914. Diminished expectations15. Politics in a new key16. A time of transition17. The new realism18. The power of the powerless19. The end of the old orderPART FOUR - After the Fall: 1989-200520. A fissile continent21. The reckoning22. The old Europe -and the new23. The varieties of Europe24. Europe as a way of lifePhoto crditsSuggestions for further readings

    Erica Shea and Stephen Valand show that with a little space, a few tools, and the same ingredients breweries use, you too can make delicious craft beer right on your stovetop. Greenmarket-inspired and seasonally brewed, these 52 recipes include Everyday IPA and Rose Cheeked & Blonde for spring; Grapefruit Honey Ale and S’More Beer for summer; Apple Crisp Ale and Peanut Butter Porter for fall; Chestnut Brown ale and Gingerbread Ale for winter; and even four gluten-free brews. You’ll also find tips for growing hops, suggestions for food pairings, and recipes for cooking with beer. Brooklyn Brew Shop’s Beer Making Book offers a new approach to artisanal brewing and is a must-own for beer lovers, seasonally minded cooks, and anyone who gets a kick out of saying “I made this!”

    Decades later, in the mid 1970's, they would meet again. By then, Connolly was a major figure in the FBI's Boston office and Whitey had become godfather of the Irish Mob. What happened next -- a dirty deal to being down the Italian mob in exchange for protection for Bulger -- would spiral out of control, leading to murders, drug dealing, racketeering indictments, and, ultimately, the biggest informant scandal in the history of the FBI.Compellingly told by two Boston Globe reporters who were on the case from the beginning, Black Mass is at once a riveting crime story, a cautionary tale about the abuse of power, and a penetrating look at Boston and its Irish population.

    Reverse engineering is not about reading assembly code, but actually understanding how different pieces/components in a system work. To reverse engineer a system is to understand how it is constructed and how it works. The book provides: Coverage of x86, x64, and ARM. In the past x86 was the most common architecture on the PC; however, times have changed and x64 is becoming the dominant architecture. It brings new complexity and constructs previously not present in x86. ARM ("Advanced RISC Machine) "is very common in embedded / consumer electronic devices; for example, most if not all cell phones run on ARM. All of apple's i-devices run on ARM. This book will be the first book to cover all three.Discussion of Windows kernel-mode code (rootkits/drivers). This topic has a steep learning curve so most practitioners stay away from this area because it is highly complex. However, this book will provide a concise treatment of this topic and explain how to analyze drivers step-by-step.The book uses real world examples from the public domain. The best way to learn is through a combination of concept discussions, examples, and exercises. This book uses real-world trojans / rootkits as examples congruent with real-life scenariosHands-on exercises. End-of-chapter exercises in the form of conceptual questions and hands-on analysis so so readers can solidify their understanding of the concepts and build confidence. The exercises are also meant to teach readers about topics not covered in the book.

    With more than 800,000 copies sold since it was first published thirty years ago, The Inner Game of Tennis became a touchstone for hundreds of thousands of people. Now, the bestselling co-author delivers a book designed to help musicians overcome obstacles, improve concentration, and reduce nervousness, allowing them to reach new levels of performing excellence and musical artistry.

    Darrell is determined to help the user navigate past the confusion that often comes with complex and powerful professional camera equipment. This book explores the features and capabilities of the camera in a way that far surpasses the user's manual. It guides readers through the camera features with step-by-step setting adjustments; color illustrations; and detailed how, when, and why explanations for each option. Every button, dial, switch, and menu configuration setting is explored in a user-friendly manner, with suggestions for setup according to various shooting styles. Darrell's friendly and informative writing style allows readers to easily follow directions, while feeling as if a friend dropped in to share his knowledge. The learning experience for new D7100 users goes beyond just the camera itself and covers basic photography technique.