Data Analysis with Open Source Tools

Data Analysis with Open Source Tools
Author :
Publisher : "O'Reilly Media, Inc."
Total Pages : 534
Release :
ISBN-10 : 9781449396657
ISBN-13 : 1449396658
Rating : 4/5 (658 Downloads)

Book Synopsis Data Analysis with Open Source Tools by : Philipp K. Janert

Download or read book Data Analysis with Open Source Tools written by Philipp K. Janert and published by "O'Reilly Media, Inc.". This book was released on 2010-11-11 with total page 534 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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


Data Analysis with Open Source Tools Related Books

Data Analysis with Open Source Tools
Language: en
Pages: 534
Authors: Philipp K. Janert
Categories: Computers
Type: BOOK - Published: 2010-11-11 - Publisher: "O'Reilly Media, Inc."

DOWNLOAD EBOOK

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 i
Hands-on Rust
Language: en
Pages: 446
Authors: Herbert Wolverson
Categories: Computers
Type: BOOK - Published: 2021-06-30 - Publisher: Pragmatic Bookshelf

DOWNLOAD EBOOK

Rust is an exciting new programming language combining the power of C with memory safety, fearless concurrency, and productivity boosters - and what better way
Open-Source Lab
Language: en
Pages: 291
Authors: Joshua M. Pearce
Categories: Science
Type: BOOK - Published: 2013-10-04 - Publisher: Newnes

DOWNLOAD EBOOK

Open-Source Lab: How to Build Your Own Hardware and Reduce Scientific Research Costs details the development of the free and open-source hardware revolution. Th
Building Open Source Hardware
Language: en
Pages: 369
Authors: Alicia Gibb
Categories: Computers
Type: BOOK - Published: 2015 - Publisher: Pearson Education

DOWNLOAD EBOOK

This is the first hands-on guide to the entire process of designing and manufacturing open source hardware. Drawing on extensive personal experience with DIY, m
Producing Open Source Software
Language: en
Pages: 306
Authors: Karl Fogel
Categories: Computers
Type: BOOK - Published: 2005-10-07 - Publisher: "O'Reilly Media, Inc."

DOWNLOAD EBOOK

The corporate market is now embracing free, "open source" software like never before, as evidenced by the recent success of the technologies underlying LAMP (Li