In this book, you’ll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch. If you have an aptitude for mathematics and some programming skills, author Joel Grus will help you get comfortable with the math and statistics at the core of data science, and with hacking skills you need to get started as a data scientist. Today’s messy glut of data holds answers to questions no one’s even thought to ask. This book provides you with the know-how to dig those answers out. Get a crash course in Python Learn the basics of linear algebra, statistics, and probability—and understand how and when they're used in data science Collect, explore, clean, munge, and manipulate data Dive into the fundamentals of machine learning Implement models such as k-nearest Neighbors, Naive Bayes, linear and logistic regression, decision trees, neural networks, and clustering Explore recommender systems, natural language processing, network analysis, MapReduce, and databases

    Investors have flocked to dividend stocks in search of yield; however, fewer companies are paying out less in dividends due to legal, tax, and structural changes in the US markets. Dividend payments are only one use of a company’s free cash flow; other uses of cash include: share repurchases, debt paydown, reinvestment in the business, and mergers and acquisitions. Consequently, investors in the 21st century must look to all of the direct and indirect ways in which companies distribute their cash to shareholders, a metric commonly referred to as “Shareholder Yield”. In this book, we analyze portfolios based on the various cash flow metrics and find that portfolios of companies with high shareholder yields outperform both broad market indices and high dividend yield portfolios by a substantial margin.With all of the uncertainty in the markets today, Shareholder Yield helps the reader answer one of the most often asked question in investing today - "Where do I find yield"?-- Amazon.com

    In Enterprise Architecture as Strategy: Creating a Foundation for Business Execution, authors Jeanne W. Ross, Peter Weill, and David C. Robertson show you how.The key? Make tough decisions about which processes you must execute well, then implement the IT systems needed to digitize those processes. Citing numerous companies worldwide, the authors show how constructing the right enterprise architecture enhances profitability and time to market, improves strategy execution, and even lowers IT costs. Though clear, engaging explanation, they demonstrate how to define your operating model—your vision of how your firm will survive and grow—and implement it through your enterprise architecture. Their counterintuitive but vital message: when it comes to executing your strategy, your enterprise architecture may matter far more than your strategy itself.

    Over the past five years, this model has been used in thousands of “finance for non-financial managers” training sessions in more than 30 countries. Now for the first time, it has finally been released in a paperback format.  Accounting is often perceived as being tedious, complicated, and too theoretical. Non-financial managers are less than enthusiastic about accounting. One possible cause is the way business schools teach it.   In a recent study only 46% of respondents had average or higher financial literacy and could understand financial statements.   Stop avoiding financial topics during team meetings. Save your company from making costly mistakes and start maximizing all your valuable opportunities.

    Whether you are a student, software developer, tech entrepreneur, or researcher in computer science, this authoritative and self-contained book tells you everything you need to know about the new global money for the Internet age.How do Bitcoin and its block chain actually work? How secure are your bitcoins? How anonymous are their users? Can cryptocurrencies be regulated? These are some of the many questions this book answers. It begins by tracing the history and development of Bitcoin and cryptocurrencies, and then gives the conceptual and practical foundations you need to engineer secure software that interacts with the Bitcoin network as well as to integrate ideas from Bitcoin into your own projects. Topics include decentralization, mining, the politics of Bitcoin, altcoins and the cryptocurrency ecosystem, the future of Bitcoin, and more.An essential introduction to the new technologies of digital currencyCovers the history and mechanics of Bitcoin and the block chain, security, decentralization, anonymity, politics and regulation, altcoins, and much moreFeatures an accompanying website that includes instructional videos for each chapter, homework problems, programming assignments, and lecture slidesAlso suitable for use with the authors' Coursera online courseElectronic solutions manual (available only to professors)

    Wall Street lost more than 49% of the typical investor's money—twice—since the year 2000. And studies show that because they followed the conventional wisdom, almost half of all Boomers won't have enough money to cover even basic living expenses during their retirement years. Now the financial gurus whose advice got you into this mess in the first place are telling you to "take more risk," "work till you drop," and "plan on spending less in retirement." Don't let them fool you again!In The Bank On Yourself Revolution, financial security expert Pamela Yellen details how hundreds of thousands of people of all ages and incomes have bucked the system to secure their families' financial futures without gambling in the Wall Street Casino or taking any unnecessary risks. You'll discover a proven step-by-step plan for growing your wealth safely, predictably, and guaranteed every single year—even when the markets are tumbling. And you'll learn how to bypass banks, credit card and financing companies to become your own source of financing for cars, vacations, a college education, business expenses and other major purchases.The Bank On Yourself Revolution isn't a "get-rich-quick" scheme; it's about having real wealth and financial security for as long as you live. You can finally know how much money you'll have next year, in 10, 20 or 30 years—and at every point along the way. Join the Revolution and take control of your own financial future!

    Never again will you order the Poisson Distribution in a French restaurant!This updated version features all new material.

    In Deals from Hell, Robert Bruner, one of the foremost thinkers and educators in this field, uncovers the real reasons for these mishaps by taking a closer look at twelve specific instances of M&A failure. Through these real-world examples, he shows readers what went wrong and why, and converts these examples into cautionary tales for executives who need to know how they can successfully navigate their own M&A deals. These page-turning business narratives in M&A failure provide much-needed guidance in this area of business. By addressing the key factors to M&A success and failure, this comprehensive guide illustrates the best ways to analyze, design, and implement M&A deals. Filled with in-depth insights, expert advice, and valuable lessons gleaned from other M&A transactions, Deals from Hell helps readers avoid the common pitfalls associated with this field and presents them with a clear framework for thinking about how to make any M&A transaction a success.

    "More concretely," the authors explain, "it is the controlled manipulation of mathematical formulas, using a collection of techniques for solving problems."

    This edition covers updates on the laws, numbers, and planning strategies. Illustrations.

    You’ve probably heard both good and bad things about it. Still, you want to learn more about the stock market. It could also be that you want to start investing but don’t know where to begin or how much to invest. If you’re already investing, you want to learn better ways to grow your investments, because you want to be more confident about your financial future. Up until now, you probably didn’t have enough time to learn about investing and it might seem too confusing, because there is so much information out there about investing. You also don’t want to lose your money or don’t have enough money to begin investing. What if you had the confidence to start investing on your own, so you could show off your investment performance to family and friends? Leave the stress of an insecure financial future behind you and create sustainable wealth, which you can pass down to your family. In this book I give you a quick overview about what you need to know about the stock market, how to begin, what to do if you don’t have enough cash, how to generate passive income, and how to analyze companies. I also give you a list of companies I personally invest in and I try to answer all the questions you might have that are stopping you from getting started or progressing in your investing journey. I'll show you why you need to watch out with investment vehicles such as the 401K and index funds. This book is a quick read and great to keep as a reference. Best of all, you can get started immediately after reading it. **Don’t wait and buy the book now. It’s on sale, but the price will increase in the near future.**

    The title says it is the hard way to learn to writecode but it’s actually not. It’s the “hard” way only in that it’s the way people used to teach things. In this book youwill do something incredibly simple that all programmers actually do to learn a language: 1. Go through each exercise. 2. Type in each sample exactly. 3. Make it run.That’s it. This will be very difficult at first, but stick with it. If you go through this book, and do each exercise for1-2 hours a night, then you’ll have a good foundation for moving on to another book. You might not really learn“programming” from this book, but you will learn the foundation skills you need to start learning the language.This book’s job is to teach you the three most basic essential skills that a beginning programmer needs to know:Reading And Writing, Attention To Detail, Spotting Differences.

    Free of review and ramp-up material, Statistics Essentials For Dummies sticks to the point, with content focused on key course topics only. It provides discrete explanations of essential concepts taught in a typical first semester college-level statistics course, from odds and error margins to confidence intervals and conclusions. This guide is also a perfect reference for parents who need to review critical statistics concepts as they help high school students with homework assignments, as well as for adult learners headed back into the classroom who just need a refresher of the core concepts. The Essentials For Dummies Series Dummies is proud to present our new series, The Essentials For Dummies. Now students who are prepping for exams, preparing to study new material, or who just need a refresher can have a concise, easy-to-understand review guide that covers an entire course by concentrating solely on the most important concepts. From algebra and chemistry to grammar and Spanish, our expert authors focus on the skills students most need to succeed in a subject.

    Until now. This practical guide provides the first comprehensive overview of software architecture's many aspects. You'll examine architectural characteristics, architectural patterns, component determination, diagramming and presenting architecture, evolutionary architecture, and many other topics.Authors Neal Ford and Mark Richards help you learn through examples in a variety of popular programming languages, such as Java, C#, JavaScript, and others. You'll focus on architecture principles with examples that apply across all technology stacks.

    Haven’t we all? It’s for this reason that I decided to write this book. What better way to break that silence than to throw out some of these facts: Wolves have a serious appetite! They can eat up to twenty pounds of meat in one sitting! The first high heeled shoes were worn by Egyptian butchers to help them walk above the bloodied bodies of animal carcasses. The vintage date on a bottle of wine indicates the year the grapes were harvested, not the year of bottling Your mouth produces about one liter of saliva each day. Greece has more archaeological museums than any other country in the world. Whatever your motivation may be, there’s a really good chance you’ll find these facts and tidbits useful. So if you’re ready, here are 1,000 random facts that everyone should know !