How can we catch schools that cheat on standardized tests? How does Netflix know which movies you’ll like? What is causing the rising incidence of autism? As best-selling author Charles Wheelan shows us in Naked Statistics, the right data and a few well-chosen statistical tools can help us answer these questions and more.For those who slept through Stats 101, this book is a lifesaver. Wheelan strips away the arcane and technical details and focuses on the underlying intuition that drives statistical analysis. He clarifies key concepts such as inference, correlation, and regression analysis, reveals how biased or careless parties can manipulate or misrepresent data, and shows us how brilliant and creative researchers are exploiting the valuable data from natural experiments to tackle thorny questions.And in Wheelan’s trademark style, there’s not a dull page in sight. You’ll encounter clever Schlitz Beer marketers leveraging basic probability, an International Sausage Festival illuminating the tenets of the central limit theorem, and a head-scratching choice from the famous game show Let’s Make a Deal—and you’ll come away with insights each time. With the wit, accessibility, and sheer fun that turned Naked Economics into a bestseller, Wheelan defies the odds yet again by bringing another essential, formerly unglamorous discipline to life.

    They are being applied across many industries to increase profits, reduce costs, save lives and improve customer experiences. Consequently, organizations that understand these tools and know how to use them are benefiting at the expense of their rivals.Artificial Intelligence and Machine Learning for Business cuts through the hype and technical jargon that is often associated with these subjects. It delivers a simple and concise introduction for managers and business people. The focus is on practical application and how to work with technical specialists (data scientists) to maximize the benefits of these technologies.This revised and fully updated edition contains several new sections and chapters, covering a broader set of topics than before, but retains the no-nonsense style of the original.Steven Finlay is a data scientist and author with more than 20 years’ experience of developing practical, business focused, analytical solutions. He holds a PhD in management science and is an honorary research fellow at Lancaster University in the UK.

    It was the dawn of a new era in artificial intelligence: a machine capable of beating the reigning human champion at this most cerebral game. That moment was more than a century in the making, and in this breakthrough book, Kasparov reveals his astonishing side of the story for the first time. He describes how it felt to strategize against an implacable, untiring opponent with the whole world watching, and recounts the history of machine intelligence through the microcosm of chess, considered by generations of scientific pioneers to be a key to unlocking the secrets of human and machine cognition. Kasparov uses his unrivaled experience to look into the future of intelligent machines and sees it bright with possibility. As many critics decry artificial intelligence as a menace, particularly to human jobs, Kasparov shows how humanity can rise to new heights with the help of our most extraordinary creations, rather than fear them. Deep Thinking is a tightly argued case for technological progress, from the man who stood at its precipice with his own career at stake.

    Defence, internal security and terrorism are important yet closely guarded issues. Even as outrage over safety of women and rising terror take centrestage, there continues to be limited access to information on the subjects of national defence and security - especially in a language that a layman can understand. Raghu Raman, an expert on security and terrorism, presents issues of defence, strategy and national security in an engaging narrative, with historical and contemporary examples. He recalibrates the great ‘India rising’ story with its real and present dangers and the role of a regular citizen in this everyman’s war.

    Kai-Fu Lee—one of the world’s most respected experts on AI and China—reveals that China has suddenly caught up to the US at an astonishingly rapid and unexpected pace.In AI Superpowers, Kai-Fu Lee argues powerfully that because of these unprecedented developments in AI, dramatic changes will be happening much sooner than many of us expected. Indeed, as the US-Sino AI competition begins to heat up, Lee urges the US and China to both accept and to embrace the great responsibilities that come with significant technological power.Most experts already say that AI will have a devastating impact on blue-collar jobs. But Lee predicts that Chinese and American AI will have a strong impact on white-collar jobs as well. Is universal basic income the solution? In Lee’s opinion, probably not.  But he provides a clear description of which jobs will be affected and how soon, which jobs can be enhanced with AI, and most importantly, how we can provide solutions to some of the most profound changes in human history that are coming soon.

    a quick, easy reference to using your Kindle Fire -- to the max!Amazon's Kindle Fire is the handiest tablet available, and is your portal to an infinite universe of education and entertainment. This valuable reference book helps you get the maximum bang for your Kindle bucks. You'll see how to quickly set up your Kindle, navigate the touch-screen, buy, rent or stream video, and browse the world's largest library of digital books.This reference guide from Amazon guru Steve Weber demystifies the Kindle and explains in plain English how to master the Kindle basics, plus secret tips, tricks and shortcuts you won't find elsewhere. Each section includes clearly written step-by-step instructions, illustrated with screenshots and menus just like you'll see on your own Kindle screen. You'll see how to:■ Change your Kindle's setting just the way you want.■ Charge your Kindle's battery properly and prolong its life.■ Enjoy an infinite supply of the best books, music and video from Amazon, iTunes or virtually any other source.■ Use personal and office documents, including word processing files, PDFs, and spreadsheets. Chuck your laptop and PDA, and do everything you want on your Kindle!■ The easy way to harvest your own content and get it onto your Kindle Fire, including gems you didn't buy at Amazon. ■ How to download free games and educational apps, plus free bonuses from Amazon's Android App Store or other sources.■ How to download, organize and read your favorite books, magazines and newspapers on the Kindle Fire.■ How to get current and archived editions of the world's most popular newspapers, magazines and websites streamed to your Kindle--updated constantly, with no fees whatsoever!■ Use Amazon's free "Cloud" service for unlimited storage of your digital content.■ Purchase or rent thousands of movies and TV shows, and how to find a gold mine of free video.■ Find the best free content in the world, downloadable to your Kindle. (You might never have to pay for books, movies or music again--ever!)■ Use Amazon Prime to stream movies using your home's Internet service.■ Use your Kindle to send and receive email from Gmail, Yahoo! Mail, Hotmail, and virtually any other service.■ Surf the Web at daredevil speeds using Kindle's built-in Silk Web browser.■ Show off your own photos and videos on your Kindle, no matter which camera you used.About the author:ABOUT THE AUTHOR: Steve Weber has been writing about Amazon for nearly a decade. He is the founding publisher of KindleBuffet.com, a website and newsletter that features the best free Kindle eBooks currently being offered as free promotions.

    But the principles and practices of software architecting–what the authors call the “science of hard decisions”–have been evolving for cloud, mobile, and other shifts. Now fully revised and updated, this book shares the knowledge and real-world perspectives that enable you to design for success–and deliver more successful solutions. In this fully updated Second Edition, you will: Learn how only a deep understanding of domain can lead to appropriate architecture Examine domain-driven design in both theory and implementation Shift your approach to code first, model later–including multilayer architecture Capture the benefits of prioritizing software maintainability See how readability, testability, and extensibility lead to code quality Take a user experience (UX) first approach, rather than designing for data Review patterns for organizing business logic Use event sourcing and CQRS together to model complex business domains more effectively Delve inside the persistence layer, including patterns and implementation.

    The result is described as “a thought-provoking visual feast”.

    

    It's used to create and maintain database objects, place data into those objects, query the data, modify the data, and, finally, delete data that is no longer needed. Databases lie at the heart of many, if not most business applications. Chances are very good that if you're involved with software development, you're using SQL to some degree. And if you're using SQL, you should own a good reference or two.Now available in an updated second edition, our very popular "SQL Pocket Guide" is a major help to programmers, database administrators, and everyone who uses SQL in their day-to-day work. The "SQL Pocket Guide" is a concise reference to frequently used SQL statements and commonly used SQL functions. Not just an endless collection of syntax diagrams, this portable guide addresses the language's complexity head on and leads by example. The information in this edition has been updated to reflect the latest versions of the most commonly used SQL variants including: Oracle Database 10g, Release 2 (includingthe free Oracle Database 10g Express Edition (XE))Microsoft SQL Server 2005MySQL 5IBM DB2 8.2PostreSQL 8.1 database

    Each innovator comes from diverse backgrounds from those who hold a PhD to those who have had no formal education! Despite this difference, what unites them is their passion for innovation, the grit with which they have fought adversities and their vision for a better world.Each story celebrates the triumphant spirit of these determined individuals in a society that places little incentive on innovation. These innovators have resolved to break the status quo in the Indian innovation landscape!

    It also provides an overview of different security topics such as identifying, categorizing and protecting your assets on AWS, managing access to AWS resources using accounts, users and groups and suggesting ways you can secure your data, your operating systems and applications and overall infrastructure in the cloud.

    As more business intelligence pros begin using Power Pivot, they find that they do not have the Excel skills to clean the data in Excel; Power Query solves this problem. This book shows how to use the Power Query tool to get difficult data sets into both Excel and Power Pivot, and is solely devoted to Power Query dashboarding and reporting.

    This practical guide by experimentation leaders at Google, LinkedIn, and Microsoft will teach you how to accelerate innovation using trustworthy online controlled experiments, or A/B tests. Based on practical experiences at companies that each run more than 20,000 controlled experiments a year, the authors share examples, pitfalls, and advice for students and industry professionals getting started with experiments, plus deeper dives into advanced topics for practitioners who want to improve the way they make data-driven decisions. Learn how to - Use the scientific method to evaluate hypotheses using controlled experiments - Define key metrics and ideally an Overall Evaluation Criterion - Test for trustworthiness of the results and alert experimenters to violated assumptions - Build a scalable platform that lowers the marginal cost of experiments close to zero - Avoid pitfalls like carryover effects and Twyman's law - Understand how statistical issues play out in practice.

    He takes you inside a typical interview by exploring the various types of case questions and he shares with you the acclaimed Ivy Case System which will give you the confidence to answer even the most sophisticated cases. The book includes over 40 strategy cases, ten case starts exercises and 21 ways to cut costs, plus much, much more!