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Data Analysis with Open Source Tools: A Hands-On Guide for Programmers and Data Scientists, Paperback/Philipp K. Janert - O\'Reilly Media


Data Analysis with Open Source Tools: A Hands-On Guide for Programmers and Data Scientists, Paperback/Philipp K. Janert
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(17-11-2024)
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Cumpara data analysis with o\'reilly media de calitate.
Pe yeo poti sa gasesti cel mai bun pret pentru data analysis with o\'reilly media

Collecting Data is relatively easy, but turning raw information into something useful requires that you know how to extract precisely what you need.
He prefers simple solutions that workto complicated ones that don\'t, and thinks thatpurp. andoverseas.
S.
He has worked for small start-ups and in largecorporate environments, both in the U.
Janert currentlyprovides consulting services for Data analysis, algorithm development, and mathematical modeling.
Driscoll, CEO/Founder, Dataspora About the Author: After previous careers in physics and softwaredevelopment, Philipp K.
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.
Above all, you\'ll learn how to think about the results you want to achieve -- rather than rely on tools to think for you.
Along the way, you\'ll experiment with concepts through Hands-On workshops at the end of each chapter.
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.
with this insightful book, intermediate to experienced Programmers interested in Data Analysis will learn techniques for working with Data in a business environment.
Collecting Data is relatively easy, but turning raw information into something useful requires that you know how to extract precisely what you need


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