Data Science For Dummies is the perfect starting point for IT professionals and students interested in making sense of their organization’s massive data sets and applying their findings to real-world business scenarios. From uncovering rich data sources to managing large amounts of data within hardware and software limitations, ensuring consistency in reporting, merging various data sources, and beyond, you’ll develop the know-how you need to effectively interpret data and tell a story that can be understood by anyone in your organization. Provides a background in data science fundamentals before moving on to working with relational databases and unstructured data and preparing your data for analysis Details different data visualization techniques that can be used to showcase and summarize your data Explains both supervised and unsupervised machine learning, including regression, model validation, and clustering techniques Includes coverage of big data processing tools like MapReduce, Hadoop, Dremel, Storm, and Spark It’s a big, big data world out there – let Data Science For Dummies help you harness its power and gain a competitive edge for your organization.

    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.

    Children are hyper-aware of money, and they have scores of questions about its nuances. But when parents shy away from the topic, they lose a tremendous opportunity—not just to model the basic financial behaviors that are increasingly important for young adults but also to imprint lessons about what the family truly values.Written in a warm, accessible voice, grounded in real-world experience and stories from families with a range of incomes, The Opposite of Spoiled is both a practical guidebook and a values-based philosophy. The foundation of the book is a detailed blueprint for the best ways to handle the basics: the tooth fairy, allowance, chores, charity, saving, birthdays, holidays, cell phones, checking accounts, clothing, cars, part-time jobs, and college tuition. It identifies a set of traits and virtues that embody the opposite of spoiled, and shares how to embrace the topic of money to help parents raise kids who are more generous and less materialistic.But The Opposite of Spoiled is also a promise to our kids that we will make them better with money than we are. It is for all of the parents who know that honest conversations about money with their curious children can help them become more patient and prudent, but who don’t know how and when to start.

    Clear and engaging - written by one of the top professionals in consumer insight. The book takes you through the process step by step - from Data to Information to Insight to Inspiration. This book is used worldwide by both students and professionals.

    But what is new is the "wise pivot," a replicable strategy for harnessing disruption to survive, grow, and be relevant to the future. It's a strategy for perpetual reinvention across the old, now, and new elements of any business.Rapid recent advances in technology are forcing leaders in every business to rethink long-held beliefs about how to adapt to emerging technologies and new markets. What has become abundantly clear: in the digital age, conventional wisdom about business transformation no longer works, if it ever did.Based on Accenture's own experience of reinventing itself in the face of disruption, the company's real world client work, and a rigorous two-year study of thousands of businesses across 30 industries, Pivot to the Future reveals methodical and bold moves for finding and releasing new sources of trapped value-unlocked by bridging the gap between what is technologically possible and how technologies are being used. The freed value enables companies to simultaneously reinvent their legacy, and current and new businesses.Pivot to the Future is for leaders who seek to turn the existential threats of today and tomorrow into sustainable growth, with the courage to understand that a wise pivot strategy is not a one-time event, but a commitment to a future of perpetual reinvention, where one pivot is followed by the next and the next.

     This is the first financial book in which the author REVEALS HOW HE, PERSONALLY, MAKES HIS OWN MONEY. We are living in an epic period of change, danger and opportunity. The economy is crashing and booming every few years. People are getting fired and replaced by computers and Chinese workers. The stock market crashes with regularity. Every "fix" from the government makes things worse. The Old World has been demolished... and people are desperate for answers. James Altucher's "The Choose Yourself Guide To Wealth" contains those answers. This is the field guide to the "New World" we live in. You can play by the old rules and get left behind, or you can use these new ideas and become wealthy. This is not a book for the faint of heart. Read at your own risk, because sometimes the truth is hard to take. But for those who are ready to hear, James provides an updated map of the new territory for generating wealth and freedom. This book is the eye-opener of the century, it is the guide to building, keeping, and investing your money and breaking free from the chains of rusted, old thinking.

    With Step By Step, you set the pace-building and practicing the skills you need, just when you need them! Topics include building a project plan and fine-tuning the details; scheduling tasks, assigning resources, and managing dependencies; monitoring progress and costs; keeping projects on track; communicating project data through Gantt charts and other views.

    That's why we created Digital Adaptation, a new practical book on how to help senior management understand the Web and adapt the business, culture, teams and workflows accordingly. No fluff, no theory — just techniques and strategies that worked in practice, and showed results. The book will help traditional businesses and organizations to overcome their legacy, and help you plant the seeds of change with very little power. If you do want to finally see changes happening, this is the book to grab. Written by Paul Boag. Designed by Veerle Pieters. 176 pages. YOU'LL LEARN TO: • Tackle bureaucracy and overcome legacy culture, • Develop a flexible and effective digital strategy, • Use responsibility matrix to minimize delays and costs, • Adopt a digital culture and become digital by default, • Apply techniques from mid-sized and large organizations, • Avoid toxic working practices and improve internal processes, • Organize teams and boost their efficiency, • Embrace social media and use them effectively, • Understand the value of a digital team and invest in them, • Break down the walls and nourish collaboration, ownership and innovation.

    At Mach 2, the instrument panel of an F-15 is screaming out information, the horizon is a blur, the wingman is occupied, the jet is hanging on the edge -- and yet fighter pilots routinely handle the stress. It's not much different in today's unforgiving business world. One slipup and your company is bankrupt before your employees know what hit them.What works on the squadron level for F-15 pilots will also work for your marketing team, sales force, or research and development group. By analyzing the work environment and attacking its centers of gravity in parallel, you'll begin to utilize the Plan-Brief-Execute-Debrief-Win cycle that will rapidly impact your business's future success. U.S. fighter squadrons have been using this program for nearly fifty years to reduce their mistake rate, cut casualties and equipment losses, and rack up an envious victory record. Now, with Flawless Execution, your business can too.

    A century ago, the telegraph and the mechanical tabulator were used to tame cities of millions. Today, cellular networks and cloud computing tie together the complex choreography of mega-regions of tens of millions of people.In response, cities worldwide are deploying technology to address both the timeless challenges of government and the mounting problems posed by human settlements of previously unimaginable size and complexity. In Chicago, GPS sensors on snow plows feed a real-time "plow tracker" map that everyone can access. In Zaragoza, Spain, a "citizen card" can get you on the free city-wide Wi-Fi network, unlock a bike share, check a book out of the library, and pay for your bus ride home. In New York, a guerrilla group of citizen-scientists installed sensors in local sewers to alert you when stormwater runoff overwhelms the system, dumping waste into local waterways.As technology barons, entrepreneurs, mayors, and an emerging vanguard of civic hackers are trying to shape this new frontier, Smart Cities considers the motivations, aspirations, and shortcomings of them all while offering a new civics to guide our efforts as we build the future together, one click at a time.

    In this brief but insightful series of essays, Frank Gallinelli, the author of the best-selling "What Every Real Estate Investor Needs to Know About Cash Flow…" guides you through some investment principles you can live by. From cautionary tales about the process of due diligence and the hazards of self-styled "experts," to discussion of identifying your investment objectives, Gallinelli helps you focus on best practices.

    The Sovereign Individual details strategies necessary for adapting financially to the next phase of Western civilization. Few observers of the late twentieth century have their fingers so presciently on the pulse of the global political and economic realignment ushering in the new millennium as do James Dale Davidson and Lord William Rees-Mogg. Their bold prediction of disaster on Wall Street in Blood in the Streets was borne out by Black Tuesday. In their ensuing bestseller, The Great Reckoning, published just weeks before the coup attempt against Gorbachev, they analyzed the pending collapse of the Soviet Union and foretold the civil war in Yugoslavia and other events that have proved to be among the most searing developments of the past few years. In The Sovereign Individual, Davidson and Rees-Mogg explore the greatest economic and political transition in centuries—the shift from an industrial to an information-based society. This transition, which they have termed "the fourth stage of human society," will liberate individuals as never before, irrevocably altering the power of government. This outstanding book will replace false hopes and fictions with new understanding and clarified values.

    Geeks Bearing Gifts: Imagining New Futures for News is a creative, thought-provoking and entertaining exploration of the possible future(s) of news by Professor Jeff Jarvis, who leads the Tow-Knight Center for Entrepreneurial Journalism at the CUNY Graduate School of Journalism.To Jarvis, journalism helps a community better organize its knowledge so it can better organize itself: “But we in the field came to define ourselves less by our value and mission and more by our media and tools — ink on pulp or slick paper, sound or images over airwaves. Now we have new tools to exploit. Those tools require new skills and create new value. But at the core, we serve citizens and communities.” He offers not a single definitive future of journalism and news, but a range of possibilities depending on how journalists and journalism evolve – with the help of the “geeks” whose advances in media technology offer many opportunities for journalists and media entrepreneurs who are willing to think creatively and take risks.Jarvis, one of the preeminent voices on emerging forms of journalism, news delivery, and community engagement, advises many media companies, startups, and foundations. He is a former president and creative director of Advance.net, the online arm of Advance Publications, and was the creator and founding editor of Entertainment Weekly; Sunday editor and associate publisher of the New York Daily News; TV critic for TV Guide and People; a columnist on the San Francisco Examiner; and assistant city editor and reporter for the Chicago Tribune.

    Dent Jr., bestselling author of The Demographic Cliff and The Sale of a Lifetime, predicted the populist wave that has driven the Brexit vote, the election of Donald Trump, and other recent shocks around the world. Now he returns with the definitive guide to protect your investments and prosper in the age of the anti-globalist backlash.The turn of the 2020s will mark an extremely rare convergence of low points for multiple political, economic, and demographic cycles. The result will be a major financial crash and global upheaval that will dwarf the Great Recession of the 2000s—and maybe even the Great Depression of the 1930s. We’re facing the onset of what Dent calls “Economic Winter.”   In Zero Hour, he and Andrew Pancholi (author of The Market Timing Report newsletter) explain all of these cycles, which influence everything from currency valuations to election returns, from economic growth rates in Asia to birthrates in Europe. You’ll learn, for instance:   • Why the most-hyped technologies of recent years (self-driving cars, artificial intelligence, virtual reality, blockchain) won’t pay off until the 2030s.    • Why China may be the biggest bubble in the global economy (and you’d be a fool to invest there).    • Why you should invest in the healthcare and pharmaceutical industries, and pull out of real estate and automotive.    • Why putting your faith in gold is a bad idea.   Fortunately, Zero Hour includes a range of practical strategies to help you turn the upheaval ahead to your advantage, so your family can be prepared and protected.

    Now, Fundamental Analysis For Dummies puts this tried and true method for gauging any company's true underlying value into sensible and handy step-by-step instructions..In this easy-to-understand, practical, and savvy guide you'll discover why this powerful tool is particularly important to investors in times of economic downturn and how it helps you assess a business's overall financial performance by using historical and present data to forecast its future monetary value. You'll also learn how to use fundamental analysis to spot bargains in the market, minimize your risk, and improve your overall investment skills.Shows how to predict the future value of a business based on its current and historical financial data Helps you guage a company's performance against its competitors Covers evaluation of internal management Reveals how to determine if in a company's credit standing is any jeopardy Applies fundamental analysis to other investment vehicles, including currency, bonds, and commodities Matt Krantz is a writer and reporter for USA TODAY and USATODAY.COM where he covers investments and financial markets Read Fundamental Analysis For Dummies and find the bargains that could make you the next Warren Buffett!