[PDF] Agile Data Science Free Download

[message] Brief Description [PDF] Agile Data Science Free Download by Russell Jurney | Publisher : O’Reilly Media | Category : Computers &am...

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    • Brief Description
      • [PDF] Agile Data Science Free Download by Russell Jurney | Publisher : O’Reilly Media | Category : Computers & Internet | Tags : Analytics, Hadoop, Agile, Code, Apps, Data Structures | ISBN-10 : 1449326269 | ISBN-13 : 9781449326265
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      • Agile Data Science by Russell Jurney, Publisher : O'Reilly Media
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    • Complete Book Description
      • Mining big data requires a deep investment in people and time. How can you be sure you’re building the right models? With this hands-on book, you’ll learn a flexible toolset and methodology for building effective analytics applications with Hadoop.

        Using lightweight tools such as Python, Apache Pig, and the D3.js library, your team will create an agile environment for exploring data, starting with an example application to mine your own email inboxes. You’ll learn an iterative approach that enables you to quickly change the kind of analysis you’re doing, depending on what the data is telling you. All example code in this book is available as working Heroku apps.

        • Create analytics applications by using the agile big data development methodology
        • Build value from your data in a series of agile sprints, using the data-value stack
        • Gain insight by using several data structures to extract multiple features from a single dataset
        • Visualize data with charts, and expose different aspects through interactive reports
        • Use historical data to predict the future, and translate predictions into action
        • Get feedback from users after each sprint to keep your project on track

        Table of Contents

        Part I. Setup
        Chapter 1. Theory
        Chapter 2. Data
        Chapter 3. Agile Tools
        Chapter 4. To the Cloud!

        Part II. Climbing the Pyramid
        Chapter 5. Collecting and Displaying Records
        Chapter 6. Visualizing Data with Charts
        Chapter 7. Exploring Data with Reports
        Chapter 8. Making Predictions
        Chapter 9. Driving Actions

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    • Book Details
      • Book Name : Agile Data Science

        Edition : 1

        Author : Russell Jurney

        Publisher : O’Reilly Media

        Category : Computers & Internet

        ISBN-10 : 1449326269

        ISBN-13 : 9781449326265

        ASIN : 1449326269

        Pages : 178

        Language : English

        Publish Date : October 25, 2013
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