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[Book] The Field Guide to Data Science

[Book] The Field Guide to Data Science | BIG data, Data Mining, Predictive Modeling, Visualization | Scoop.it
Data Science is the competitive advantage of the future for organizations interested in turning their data into a product through analytics. Industries from he…

Via Pierre Levy
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luiy's curator insight, December 10, 2013 10:38 AM

Booz Allen Hamilton created The Field Guide to Data Science to help organizations of all types and missions understand how to make use of data as a resource. The text spells out what Data Science is and why it matters to organizations as well as how to create Data Science teams. Along the way, our team of experts provides field-tested approaches, personal tips and tricks, and real-life case studies. Senior leaders will walk away with a deeper understanding of the concepts at the heart of Data Science. Practitioners will add to their toolboxes.

In The Field Guide to Data Science, our Booz Allen experts provide their

insights in the following areas:

 

Start Here for the Basics provides an introduction to Data Science, including what makes Data Science unique from other analysis approaches. We will help you understand Data Science maturity within an organization and how to create a robust Data Science capability. Take Off the Training Wheels is the practitioners guide to Data Science. We share our established processes, including our approach to decomposing complex Data Science problems, the Fractal Analytic Model. We conclude with the Guide to Analytic Selection to help you select the right analytic techniques to conquer your toughest challenges. Life in the Trenches gives a first hand account of life as a Data Scientist. We share insights on a variety of Data Science topics through illustrative case studies. We provide tips and tricks from our own experiences on these real-life analytic challenges. Putting it All Together highlights our successes creating Data Science solutions for our clients. It follows several projects from data to insights and see the impact Data Science can have on your organization.

 

http://www.boozallen.com/media/file/The-Field-Guide-to-Data-Science.pdf

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Professional Hadoop Solutions - Free eBook Share

Professional Hadoop Solutions - Free eBook Share | BIG data, Data Mining, Predictive Modeling, Visualization | Scoop.it
eBook Free Download: Professional Hadoop Solutions | PDF, EPUB | ISBN: 1118611934 | 2013-09-23 | English | PutLocker

Via Fox eBook, Simon Hunanyan
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Fox eBook's curator insight, October 22, 2013 6:08 PM
Table of Contents

Chapter 1. Big Data and the Hadoop Ecosystem
Chapter 2. Storing Data in Hadoop
Chapter 3. Processing Your Data with MapReduce
Chapter 4. Customizing MapReduce Execution
Chapter 5. Building Reliable MapReduce Apps
Chapter 6. Automating Data Processing with Oozie
Chapter 7. Using Oozie
Chapter 8. Advanced Oozie Features
Chapter 9. Real-Time Hadoop
Chapter 10. Hadoop Security
Chapter 11. Running Hadoop Applications on AWS
Chapter 12. Building Enterprise Security Solutions for Hadoop Implementations
Chapter 13. Hadoop’s Future

Kongbeng Thai's curator insight, January 3, 10:47 PM

Good to know