Data Analysis with Open Source Tools
Data analysis with open source tools by Philipp K. Janert 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 experien.... Published date on: 2010-11-11 with total page: 540 pages. Publisher of Data Analysis with Open Source Tools is "O'Reilly Media, Inc.".
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 asscaling 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
Do you want to read full version ebook data analysis with open source tools? If you have read an ebook before don't be hasitate to leave review about the book data analysis with open source tools. But otherwise, you can registar/sign up before downloding this pdf book. We have huge database of ebooks in our library. If you bought an ebook than you want another ebook we suggest you to become our library member.
What do you get from becoming member in our library? 1.You can read free a lot of books from our database. 2.You can use any kind of ebook reader available on market, because our book available in various format. 3.You able to find your ebook fastly through our library because we put ebooks based on categories such as adventure, art, law, social, health, medical, science, romance, fiction, non-fiction and etc.