Gigabytes, exabytes (that’s one quintillion bytes) of data are sitting on servers across the world. So how can we start to access this explosion of information, this “big data,” and what can it tell us?   Erez Aiden and Jean-Baptiste Michel are two young scientists at Harvard who started to ask those questions. They teamed up with Google to create the Ngram Viewer, a Web-based tool that can chart words throughout the massive Google Books archive, sifting through billions of words to find fascinating cultural trends. On the day that the Ngram Viewer debuted in 2010, more than one million queries were run through it.   On the front lines of Big Data, Aiden and Michel realized that this big dataset—the Google Books archive that contains remarkable information on the human experience—had huge implications for looking at our shared human history. The tool they developed to delve into the data has enabled researchers to track how our language has evolved over time, how art has been censored, how fame can grow and fade, how nations trend toward war. How we remember and how we forget. And ultimately, how Big Data is changing the game for the sciences, humanities, politics, business, and our culture.

    Writing fiction is a similar process. Sometimes it might take a while before the story gets some balance and moves forward. Sometimes the story takes off as if motor-driven, then crashes into something not foreseen or expected. Learning to be a writer is all about finding your legs, and doing your best to convince onlookers that you know what you're doing and where you're going.In Pep Talks, Warnings & Screeds, acclaimed Southern story writer and novelist George Singleton serves up everything you ever need to know to become a real writer (meaning one who actually writes), in bite-sized aphorisms. It's Nietzsche's Beyond Good & Evil meets Anne Lamott's Bird by Bird. It's cough syrup that tastes like chocolate cake. In other words, don't expect to get better unless you get a good dose of it, maybe two.Accompanied by more than fifty original full-color illustrations by novelist Daniel Wallace, these laugh-out-loud funny, candid, and surprisingly useful lessons will help you find your own writerly balance so you can continue to move forward.

    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.

     This book will give you a comprehensive overview of the Canadian history. Author James Weber did the research and compiled this huge list of events that changed the course of this nation forever. Some of them include: - Prehistoric hunters cross over into North America from Asia (30,000 - 10,000 BC) - The Inuit people begin to move into what are now the Northwest Territories (2000 BC) - Leif Ericsson leads Viking expedition to the new World (C.1000 AD) - Martin Frobisher sails to the Hudson Bay (1576) - Samuel de Champlain establishes a French colony (1608) - Treaty of Saint-Germain-en-Laye returns Québec to France (1632) - Treaty of Utrecht (1713) - Great Britain founds Halifax (1749) - The USA invades British colonies (1812-14) - The provinces of Alberta and Saskatchewan are created (1905) - World War II (1939-45) - The St Lawrence Seaway Opens (1959) - The Québec referendum on sovereignty is narrowly defeated (1995) - Canada declines to enter the War in Iraq (2003) and many many more The book includes pictures and explanations to every event, making this the perfect resource for students and anyone wanting to broaden their knowledge in histoy. Download your copy now! Tags: history, world history, history books, history of the world, human history, world history textbook, history books for kids, earth history, geographic history, earth history kindle, human history, history books for kids age 9 12, history of the world part 1, canadian history nonfiction, history books for kids age 7-9, history books for young readers, history books for children, canadian history books, history books for kindle, canadian history encyclopedia, canadian history, canadian history books, canadian history for dummies, canadian history textbook, canada history books, canada history, canada

    

    and without chasing after clients!In The Rookie Copywriter’s Survival Guide, master copywriter and serial entrepreneur Doberman Dan, shows how anybody with just mediocre... or even NO copywriting skills... can make a LOT of money in a very short period of time.This isn’t the typical “pay your dues and work for peanuts” advice often given to rookie copywriters or people who are thinking of getting into the business of copywriting. It’s a unique way you can get paid... and paid very well... while you learn the craft of direct response copywriting.Dan reveals the exact plan he used to break free from a low paying dead-end job and went on to make MILLIONS while becoming one of the most in-demand copywriters in the country. Dan has used his copywriting skills to “bootstrap” numerous businesses over the past 20 years... with nothing but a yellow notepad, pen and the gray matter between his ears. Time and time again... in a plethora of markets and niches.You’ll discover the highly profitable secrets from a battle-hardened grizzled veteran entrepreneur, marketer and copywriter that can only be gained from decades of hard-won “in the trenches” experience.Who is Doberman Dan?After twelve years as a full-time inner city police officer and 9 years of part-time consecutive entrepreneurial failures, Dan finally discovered the secrets of the most successful copywriters and direct marketers in the world. After his 9 years of “trial by fire” business failures, he finally “hit a home run” in the mail order business. He went on to apply his successful marketing and copywriting experience to online marketing... for his own businesses and also as a consultant to some of the most successful businesses in the country.

     Compiled by self-confessed trivia junkie and author, Jenny Kellett, this bumper book of over 1,000 unbelievable facts has something for everyone. Interesting facts Topics covered include: - Entertainment facts - Geography facts - History facts - Science facts - Human body facts - Maths facts - Animal facts - Weird facts - Crazy facts .... and more! Did you know that the oldest known vegetable is the pea? Or that humans are actually radioactive? Having a good general knowledge is useful in all aspects of life - not only to impress people - but can help improve job opportunities and give you an overall better understanding of the world around you. Trivia books are a fun and easy way to become smarter! You'll find hundreds of interesting facts that you can use when conversation gets a bit slow at a dinner party or over drinks. What better conversation starter than bringing out fun facts such as that you can't sneeze with your eyes open. (Watch how many people try to prove you wrong!). Fun facts Other general knowledge you'll find in this HUGE book of fun facts include: - The space between your eyebrows is called the Glabella. - The geographical center of the USA is Butte County, South Dakota. - There are 365 different languages spoken in Indonesia. So grab the latest (and biggest!) book in the popular series of interesting fact books from Jenny Kellett today and feel smarter tomorrow :)

    The first of its kind, this book explores college football's current events, numbers, and tactics from a number of perspectives. It is an attempt to bridge the gap between the analytical side of the game and its real-life application. So many of us love this ridiculous sport; Study Hall gives us ways to love it even more. Table of Contents 1. It's Personal 2. An Ungovernable Mess 3. The Case for Computers 4. You, Me, and Stats 5. We Meet Again, Mr. Wizard 6. Coaches vs. Stats 7. The New Box Score 8. Advanced Stats 101 9. College Football's Curveball 10. QBs and the Passes They Throw 11. Sometimes Cliches Are Cliches for a Reason 12. The 'Spread Offense' Meme Dies 13. Beating, And Becoming, Goliath

    Unfortunately, people tend to be terrible forecasters. As Wharton professor Philip Tetlock showed in a landmark 2005 study, even experts’ predictions are only slightly better than chance. However, an important and underreported conclusion of that study was that some experts do have real foresight, and Tetlock has spent the past decade trying to figure out why. What makes some people so good? And can this talent be taught?   In Superforecasting, Tetlock and coauthor Dan Gardner offer a masterwork on prediction, drawing on decades of research and the results of a massive, government-funded forecasting tournament. The Good Judgment Project involves tens of thousands of ordinary people—including a Brooklyn filmmaker, a retired pipe installer, and a former ballroom dancer—who set out to forecast global events. Some of the volunteers have turned out to be astonishingly good. They’ve beaten other benchmarks, competitors, and prediction markets. They’ve even beaten the collective judgment of intelligence analysts with access to classified information. They are "superforecasters."   In this groundbreaking and accessible book, Tetlock and Gardner show us how we can learn from this elite group. Weaving together stories of forecasting successes (the raid on Osama bin Laden’s compound) and failures (the Bay of Pigs) and interviews with a range of high-level decision makers, from David Petraeus to Robert Rubin, they show that good forecasting doesn’t require powerful computers or arcane methods. It involves gathering evidence from a variety of sources, thinking probabilistically, working in teams, keeping score, and being willing to admit error and change course. Superforecasting offers the first demonstrably effective way to improve our ability to predict the future—whether in business, finance, politics, international affairs, or daily life—and is destined to become a modern classic.

    Originally supported by a bipartisan coalition, it purports to improve public schools by enforcing a system of standards and accountability through high-stakes testing. Many people supported it originally, despite doubts, because of its promise especially to improve the way schools serve poor children. By making federal funding contingent on accepting a system of tests and sanctions, it is radically affecting the life of schools around the country.But, argue the authors of this citizen's guide to the most important political issue in education, far from improving public schools and increasing the ability of the system to serve poor and minority children, the law is doing exactly the opposite. Here some of our most prominent, respected voices in education-including school innovator Deborah Meier, education activist Alfie Kohn, and founder of the Coalition of Essential Schools Theodore R. Sizer-come together to show us how, point by point, NCLB undermines the things it claims to improve: * How NCLB punishes rather than helps poor and minority kids and their schools * How NCLB helps further an agenda of privatization and an attack on public schools * How the focus on testing and test preparation dumbs down classrooms * And they put forward a richly articulated vision of alternatives.Educators and parents around the country are feeling the harshly counterproductive effects of NCLB. This book is an essential guide to understanding what's wrong and where we should go from here.

      Nuzum identifies core principles, including what he considers the key to successful audio storytelling: learning to think the way your audience listens. He delivers essential how-tos, from conducting an effective interview to marketing your podcast, developing your audience, and managing a creative team. He also taps into his deep network to offer advice from audio stars like Ira Glass, Terry Gross, and Anna Sale.   The book’s insights and guidance will help readers successfully express themselves as effective audio storytellers, whether for business or pleasure, or a mixture of both.

    Defined in alphabetical order, each entry is allotted 1-7 pages with examples and histories of-and ideas for using-each form.

    Over the years sports debates have become muddled by many myths that do not match the numbers generated by those playing the games. In The Wages of Wins, the authors use layman's language and easy to follow examples based on their own academic research to debunk many of the most commonly held beliefs about sports.In this updated version of their book, these authors explain why Allen Iverson leaving Philadelphia made the 76ers a better team, why the Yankees find it so hard to repeat their success from the late 1990s, and why even great quarterbacks like Brett Favre are consistently inconsistent. The book names names, and makes it abundantly clear that much of the decision making of coaches and general managers does not hold up to an analysis of the numbers. Whether you are a fantasy league fanatic or a casual weekend fan, much of what you believe about sports will change after reading this book.

    But as anyone who has ever opened up a spreadsheet packed with seemingly infinite lines of data knows, numbers aren't enough: we need to know how to make those numbers talk. In The Model Thinker, social scientist Scott E. Page shows us the mathematical, statistical, and computational models—from linear regression to random walks and far beyond—that can turn anyone into a genius. At the core of the book is Page's "many-model paradigm," which shows the reader how to apply multiple models to organize the data, leading to wiser choices, more accurate predictions, and more robust designs. The Model Thinker provides a toolkit for business people, students, scientists, pollsters, and bloggers to make them better, clearer thinkers, able to leverage data and information to their advantage.

    Covid by Numbers is comprehensive yet concise, impeccably clear and always humane' Tim HarfordHow many people have died because of COVID-19? Which countries have been hit hardest by the virus? What are the benefits and harms of different vaccines? How does COVID-19 compare to the Spanish flu? How have the lockdown measures affected the economy, mental health and crime?This year we have been bombarded by statistics - seven day rolling averages, rates of infection, excess deaths. Never have numbers been more central to our national conversation, and never has it been more important that we think about them clearly. In the media and in their Observer column, Professor Sir David Spiegelhalter and RSS Statistical Ambassador Anthony Masters have interpreted these statistics, offering a vital public service by giving us the tools we need to make sense of the virus for ourselves and holding the government to account.In Covid by Numbers, they crunch the data on a year like no other, exposing the leading misconceptions about the virus and the vaccine, and answering our essential questions. This timely, concise and approachable book offers a rare depth of insight into one of the greatest upheavals in history, and a trustworthy guide to these most uncertain of times.