Agile Data

Agile Data

“Agile Data”, by Russell Jurney, is still under development. You can read the completed chapters online for free from O’Reilly Media’s Open Feedback Publishing System.

Description

Agile Data is a development methodology that copes with the unpredictable realities of creating applications from data. This book attempts to make a synthesis of two fields, agile development and data science — to meld research and engineering into a productive relationship. To achieve this, we present a lightweight toolset that can cope with the uncertain, shifting sea of derived statistics. We go on to show how to build value using this stack, to get back to agility and iteratively mine data for value to turn data to dollars.

Agile Data puts you back in the driver’s seat, ensuring your applied research produces useful products meeting the needs of real users.

Table of Contents

  • Theory
  • Data
  • Agile Tools
  • To the Cloud!
  • Cloud Patterns
  • The Data Value Stack
  • Collecting and Displaying Records
  • Visualizing Data with Charts
  • Exploring Data with Reports
  • Making Predictions
  • Driving Actions
  • A/B Testing

Book Details

Author(s): Russell Jurney
Publisher: O’Reilly Media
Format(s): HTML
Link: Read online.








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