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    Riding rental bikes and carrying a bare minimum of supplies, Rob Cocuzzo and his sixty-fouryear-old father, Stephen, embark on a 425-mile ride from Florence to San Donato Val di Comino, an ancient village in the mountains outside of Rome from which the Cocuzzo family emigrated a hundred years earlier.Prompted by Rob's ailing grandfather, who regrets having never visited his home village, the two cyclists pledge to make the trip in the old man's honor. Despite an expired passport, getting lost, some near misses, and other misadventures, the father and son finally reach the quirky village of San Donato. For Italian Jews in the 1940s, the road to San Donato was one of exile, and many of the people in the village banded together to protect nearly a hundred Jews. While meeting his many new "cousins," Rob attempts to unlock this history and glean what role his family played at the time--resistors or collaborators? The Road to San Donato is a generational story that many Americans share and a travel adventure not to be missed.

    Today data science determines the ads we see online, the books and movies that are recommended to us online, which emails are filtered into our spam folders, and even how much we pay for health insurance. This volume in the MIT Press Essential Knowledge series offers a concise introduction to the emerging field of data science, explaining its evolution, current uses, data infrastructure issues, and ethical challenges.It has never been easier for organizations to gather, store, and process data. Use of data science is driven by the rise of big data and social media, the development of high-performance computing, and the emergence of such powerful methods for data analysis and modeling as deep learning. Data science encompasses a set of principles, problem definitions, algorithms, and processes for extracting non-obvious and useful patterns from large datasets. It is closely related to the fields of data mining and machine learning, but broader in scope. This book offers a brief history of the field, introduces fundamental data concepts, and describes the stages in a data science project. It considers data infrastructure and the challenges posed by integrating data from multiple sources, introduces the basics of machine learning, and discusses how to link machine learning expertise with real-world problems. The book also reviews ethical and legal issues, developments in data regulation, and computational approaches to preserving privacy. Finally, it considers the future impact of data science and offers principles for success in data science projects.

    The creator of the popular blog All Day I Dream About Food and the author of several beloved cookbooks, Carolyn is famous for her delectable recipes for low-carb baked goods. With this comprehensive cookbook dedicated to ketogenic baking, you too can create mouthwatering baked goods that will satisfy every craving while maintaining your healthy lifestyle. Your family and friends may not even realize that these recipes are keto!Carolyn Ketchum's mission is to prove to the world that special diets need not be boring or restrictive. When gestational diabetes forced her to begin watching her carb intake, she channeled her passion for baking and cooking into creating low-carb versions of her favorite treats. It's astonishing what you can do with a bag of almond flour, a stick of butter, and a willingness to experiment.The Ultimate Guide to Keto Baking is an astoundingly comprehensive resource for baking without sugar, wheat flour, or other high-carb ingredients. Carolyn has spent years honing her low-carb baking techniques, and in this book she shares all her secrets. In addition to an extensive review of low-carb baking ingredients and tools, she includes more than 150 thoroughly tested recipes for sweet and savory baked goods, from everyday cookies to special occasion cakes and pies to breads, crackers, and even pizza.Sample Recipes Include: Chocolate Mayonnaise Layer Cake Marble Cheesecake Dairy-Free Chocolate Chip Skillet Cookie Key Lime Pie Bars Maple-Glazed Donuts Cheddar Garlic Drop Biscuits Chewy Keto Bagels Tomato Ricotta Tart Summer Berry Cobbler No matter what you want to bake, The Ultimate Guide to Keto Baking has you covered with a wide variety of sweet and savory treats. With this comprehensive cookbook, you can create mouthwatering low-carb goodies that will satisfy every craving while nourishing your body, mind, and soul.

    Evelyn Blake's Army nursing career is that she has to tell her parents that she's accepted a dashing English pilot's hand in marriage. But when Evelyn's transport plane crashes just hours before one of the biggest operations of World War Two, Evelyn Blake finds herself Missing In Action. Evelyn Blake's adventure finds her forced into Operation Market Garden, where she teams up with a rag tag band of American paratroopers and their brave but infuriating Lieutenant to escape the Germans. But, when Evelyn returns back to her own unit, she is ordered to forget the men who saved her life. Missing in Action is a wartime romance that spans the war in Europe. Lt. Evelyn Blake is a plucky flight nurse, who's experienced in war, but naive in love. Her fiancé, Victor Wellington, is her ideal prince charming, both a Lord and a dashing RAF pilot. But, is he any match for Lt. Patrick Mitchell, All-American officer and sometimes gentleman, who finds Evelyn hiding from the Germans in a cafe in Holland. Rumors swirl. Did Lt. Evelyn Blake really kill five Germans? How about those two marriage certificates? Only Lt. Mitchell and his men know for sure.

    The images were taken when Banksy joined Bristol's radical football team The Easton Cowboys on a tour of Mexico to play football against the Zapatista freedom fighters. The new edition also contains sections on the Banksy vs Bristol Museum show, Exit Through The Gift Shop, The Tesco Value Petrol Bomb, an interview with John Nation and more. The book is a celebration of Banksy's street art in his home city of Bristol and places him in the context of 3D, John Nation from the Barton Hill Youth Club, Inkie, Nick Walker and the other artists and musicians who were instrumental in linking Bristol to the original New York hip-hop scene. It is the most revealing account of Banksy's formative years and contains more than one hundred images of his Bristol art, as well as pictures of Banksy at work, many of which have never been published before. Steve Wright, traces Banksy's roots back to the rave culture of the Nineties and draws a rounded picture of an artist who is most famous for being anonymous.

    With it, you'll learn how to write Python programs that work with large collections of unstructured text. You'll access richly annotated datasets using a comprehensive range of linguistic data structures, and you'll understand the main algorithms for analyzing the content and structure of written communication.Packed with examples and exercises, Natural Language Processing with Python will help you: Extract information from unstructured text, either to guess the topic or identify "named entities" Analyze linguistic structure in text, including parsing and semantic analysis Access popular linguistic databases, including WordNet and treebanks Integrate techniques drawn from fields as diverse as linguistics and artificial intelligenceThis book will help you gain practical skills in natural language processing using the Python programming language and the Natural Language Toolkit (NLTK) open source library. If you're interested in developing web applications, analyzing multilingual news sources, or documenting endangered languages -- or if you're simply curious to have a programmer's perspective on how human language works -- you'll find Natural Language Processing with Python both fascinating and immensely useful.

    This 8-hour free course introduced the study of philosophy and the methods employed by The Open University in teaching philosophy.

    Bruce Knecht, former reporter for The Wall Street Journal and author of The Proving Ground and Hooked, describes the creation of an outsized yacht in a sweeping narrative centered on the men and women who made it happen. DOUG VON ALLMEN, a self-made man who grew up in a landlocked state dreaming of the ocean, was poised to build a 187-foot yacht that would cost $40 million. Lady Linda would not be among the very largest of the burgeoning fleet of oceangoing palaces, but Von Allmen vowed that it would be the best one ever made in the United States. Nothing would be ordinary. The interior walls would be made from rare species of burl wood, the floors paved with onyx and exotic types of marble, the furniture custom made, and the art specially commissioned. But the 2008 economic crisis changed everything. Von Allmen’s lifestyle suddenly became unaffordable. Then it got worse: desperate to reverse his losses, he fell for an audacious Ponzi scheme. Would Von Allmen be able to complete Lady Linda? Would the shipyard and its one thousand employees survive the financial meltdown? The divide between the very rich and everyone else had never been greater, yet the livelihoods of the workers, some of them illegal immigrants, and the yacht owners were inextricably intertwined. In a sweeping, high-stakes narrative, the critically acclaimed author of The Proving Ground and Hooked weaves Von Allmen’s story together with those of the men and women who are building his yacht. As the pursuit of opulence collides with the reality of economic decline, everyone involved in the massive project is forced to rethink the meaning of the American Dream.

    From suburban Hopkinton, Massachusetts, to the center of metropolitan Boston, here are the mile-by-mile sights and sounds experienced by the runners. Interwoven throughout is the colorful history of the men and women of manifold skills who have competed in this preeminent event over the span of more than a century. Profusely illustrated with photographs and maps, 26 MILES TO BOSTON is a book for anyone who's ever wondered what it might be like to run the Boston Marathon.

    Each day brings a new adventure that can range from being serious to whimsical to humorous.

    The R language is recognised as one of the most powerful and flexible statistical software packages, and it enables the user to apply many statistical techniques that would be impossible without such software to help implement such large data sets.

    He solidified his standing as the nation's foremost political forecaster with his near perfect prediction of the 2012 election. Silver is the founder and editor in chief of FiveThirtyEight.com. Drawing on his own groundbreaking work, Silver examines the world of prediction, investigating how we can distinguish a true signal from a universe of noisy data. Most predictions fail, often at great cost to society, because most of us have a poor understanding of probability and uncertainty. Both experts and laypeople mistake more confident predictions for more accurate ones. But overconfidence is often the reason for failure. If our appreciation of uncertainty improves, our predictions can get better too. This is the "prediction paradox": The more humility we have about our ability to make predictions, the more successful we can be in planning for the future.In keeping with his own aim to seek truth from data, Silver visits the most successful forecasters in a range of areas, from hurricanes to baseball, from the poker table to the stock market, from Capitol Hill to the NBA. He explains and evaluates how these forecasters think and what bonds they share. What lies behind their success? Are they good-or just lucky? What patterns have they unraveled? And are their forecasts really right? He explores unanticipated commonalities and exposes unexpected juxtapositions. And sometimes, it is not so much how good a prediction is in an absolute sense that matters but how good it is relative to the competition. In other cases, prediction is still a very rudimentary-and dangerous-science.Silver observes that the most accurate forecasters tend to have a superior command of probability, and they tend to be both humble and hardworking. They distinguish the predictable from the unpredictable, and they notice a thousand little details that lead them closer to the truth. Because of their appreciation of probability, they can distinguish the signal from the noise.

    Deciding whether to build another power generation plant in the next five years requires forecasts of future demand. Scheduling staff in a call centre next week requires forecasts of call volumes. Stocking an inventory requires forecasts of stock requirements. Telecommunication routing requires traffic forecasts a few minutes ahead. Whatever the circumstances or time horizons involved, forecasting is an important aid in effective and efficient planning. This textbook provides a comprehensive introduction to forecasting methods and presents enough information about each method for readers to use them sensibly. Examples use R with many data sets taken from the authors' own consulting experience.

    Their applications range from network routing and computational genomics to public-key cryptography and database system implementation. Studying algorithms can make you a better programmer, a clearer thinker, and a master of technical interviews. Algorithms Illuminated is an accessible introduction to the subject---a transcript of what an expert algorithms tutor would say over a series of one-on-one lessons. The exposition is rigorous but emphasizes the big picture and conceptual understanding over low-level implementation and mathematical details. Part 1 of the book series covers asymptotic analysis and big-O notation, divide-and-conquer algorithms and the master method, randomized algorithms, and several famous algorithms for sorting and selection.