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Philipp K Janert Data Analysis with Open Source Tools (Paperback) (US IMPORT)
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Item specifics
- Condition
- Book Title
- Data Analysis with Open Source Tools
- Title
- Data Analysis with Open Source Tools
- EAN
- 9780596802356
- ISBN
- 9780596802356
- Genre
- Computing & Internet
- Release Date
- 28/12/2010
- Release Year
- 2010
- Country/Region of Manufacture
- US
- Publication Year
- 2010
- Type
- Textbook
- Format
- Paperback
- Language
- English
- Publication Name
- Data Analysis with Open Source Tools
- Publisher
- O'reilly Media, Inc, USA
- Subject
- Computer Science
- Number of Pages
- 540 Pages
About this product
Product Information
Collecting data is relatively easy, but turning raw information into something useful requires that you know how to extract precisely what you need. With this insightful book, intermediate to experienced programmers interested in data analysis will learn techniques for working with data in a business environment. You'll learn how to look at data to discover what it contains, how to capture those ideas in conceptual models, and then feed your understanding back into the organization through business plans, metrics dashboards, and other applications. Along the way, you'll experiment with concepts through hands-on workshops at the end of each chapter. Above all, you'll learn how to think about the results you want to achieve -- rather than rely on tools to think for you. * Use graphics to describe data with one, two, or dozens of variables * Develop conceptual models using back-of-the-envelope calculations, as well as scaling and probability arguments * Mine data with computationally intensive methods such as simulation and clustering * Make your conclusions understandable through reports, dashboards, and other metrics programs * Understand financial calculations, including the time-value of money * Use dimensionality reduction techniques or predictive analytics to conquer challenging data analysis situations * Become familiar with different open source programming environments for data analysis Finally, a concise reference for understanding how to conquer piles of data. --Austin King, Senior Web Developer, Mozilla An indispensable text for aspiring data scientists. --Michael E. Driscoll, CEO/Founder, Dataspora
Product Identifiers
Publisher
O'reilly Media, Inc, USA
ISBN-13
9780596802356
eBay Product ID (ePID)
94783896
Product Key Features
Publication Name
Data Analysis with Open Source Tools
Format
Paperback
Language
English
Subject
Computer Science
Publication Year
2010
Type
Textbook
Number of Pages
540 Pages
Additional Product Features
Country/Region of Manufacture
United States
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