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  • Building Data Science Teams

    de DJ Patil ...
    As data science evolves to become a business necessity, the importance of assembling a strong and innovative data teams grows. In this in-depth report, data scientist DJ Patil explains the skills, perspectives, tools and processes that position data science teams for success.Topics include: What it means to be "data driven." The unique roles of data scientists. The four essential qualities of data ... Leer más

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  • Data Jujitsu: The Art of Turning Data into Product

    de DJ Patil ...
    Acclaimed data scientist DJ Patil details a new approach to solving problems in Data Jujitsu.Learn how to use a problem's "weight" against itself to:Break down seemingly complex data problems into simplified partsUse alternative data analysis techniques to examine themUse human input, such as Mechanical Turk, and design tricks that enlist the help of your users to take short cuts around tough ... Leer más

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  • Data Driven

    Succeeding with data isn’t just a matter of putting Hadoop in your machine room, or hiring some physicists with crazy math skills. It requires you to develop a data culture that involves people throughout the organization. In this O’Reilly report, DJ Patil and Hilary Mason outline the steps you need to take if your company is to be truly data-driven—including the questions you should ask and the ... Leer más

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  • Ethics and Data Science

    As the impact of data science continues to grow on society there is an increased need to discuss how data is appropriately used and how to address misuse. Yet, ethical principles for working with data have been available for decades. The real issue today is how to put those principles into action. With this report, authors Mike Loukides, Hilary Mason, and DJ Patil examine practical ways for making ... Leer más

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  • Solving Equations with MATLAB (Taken from the Book "MATLAB for Beginners: A Gentle Approach")

    de Peter Kattan ...
    This concise article of twenty pages takes you on a short tour on how to solve algebraic equations using MATLAB. The presentation covers both numerical and symbolic solution of equations. The presentation starts with a single linear equation then proceeds to a single quadratic equation. This is followed by a single highly nonlinear equation. Next, the numerical solution is presented for ... Leer más

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  • A Brief Introduction to MATLAB: Taken From the Book "MATLAB for Beginners: A Gentle Approach"

    de Peter Kattan ...
    This concise article of twenty pages takes you on a short tour of MATLAB. The article covers briefly some selected MATLAB commands. The presentation is made in the form of solved examples showing the exact MATLAB commands used and the output. At the end of the article, there are about 19 unsolved exercises for students to practice. The solutions to all the exercises are also provided. This article ... Leer más

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  • Real-Time Big Data Analytics: Emerging Architecture

    de Mike Barlow ...
    Five or six years ago, analysts working with big datasets made queries and got the results back overnight. The data world was revolutionized a few years ago when Hadoop and other tools made it possible to getthe results from queries in minutes. But the revolution continues. Analysts now demand sub-second, near real-time query results. Fortunately, we have the tools to deliver them. This report ... Leer más

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  • On Being a Data Skeptic

    de Cathy O'Neil ...
    "Data is here, it's growing, and it's powerful." Author Cathy O'Neil argues that the right approach to data is skeptical, not cynical––it understands that, while powerful, data science tools often fail. Data is nuanced, and "a really excellent skeptic puts the term 'science' into 'data science.'" The big data revolution shouldn't be dismissed as hype, but current data science tools and models ... Leer más

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  • Disruptive Possibilities: How Big Data Changes Everything

    Big data has more disruptive potential than any information technology developed in the past 40 years. As author Jeffrey Needham points out in this revealing book, big data can provide unprecedented visibility into the operational efficiency of enterprises and agencies.Disruptive Possibilities provides an historically-informed overview through a wide range of topics, from the evolution of ... Leer más

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  • A Book For Young Programmers On Scratch.

    de Golikov Denis ...
    The goal of the book is introduction into programming, mathematics, sciences for elementary school students. The material is written for student self-study (8-11 y.o.) who have basic skills of operating a computer. Children have to be able to use «a mouse», start using labels, etc., as well as count to 480, multiply and divide. More complex mathematical notions (negative numbers, decimal fractions ... Leer más

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  • Mastering Excel Macros: Introduction

    Mastering Excel Macros, #1

    de Mark Moore ...
    Series Libro 1 - Mastering Excel Macros
    Excel macros. Everybody wants to learn them. You're not a programmer though. How is a non technical user going to learn how to program? You do want to use macros to make your work easier but are you really going to sit down with a huge programming textbook and work your way through every. single. boring. page? Like most people, you'll start with great enthusiasm and vigor but after a few chapters, ... Leer más

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  • The Problem with Native JavaScript APIs

    Many features inspired by popular JavaScript libraries are now available as native JavaScript APIs in today’s powerful browsers. While that may seem convenient given all of the JavaScript you need to write, relying on these APIs will only make code maintenance more difficult in the long run.In this report, Nicholas Zakas—consultant and former front-end tech leader at Yahoo!—provides a case study ... Leer más

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