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Data Analysis with Open Source Tools

A Hands-On Guide for Programmers and Data Scientists

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  • 530pagine
  • 19 ore di lettura

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These days it seems like everyone is collecting data. But all of that data is just raw information -- to make that information meaningful, it has to be organized, filtered, and analyzed. Anyone can apply data analysis tools and get results, but without the right approach those results may be useless. Author Philipp Janert teaches you how to think about how to effectively approach data analysis problems, and how to extract all of the available information from your data. Janert covers univariate data, data in multiple dimensions, time series data, graphical techniques, data mining, machine learning, and many other topics. He also reveals how seat-of-the-pants knowledge can lead you to the best approach right from the start, and how to assess results to determine if they're meaningful.

Acquisto del libro

Data Analysis with Open Source Tools, Philipp K. Janert

Lingua
Pubblicato
2010
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(In brossura),
Condizioni del libro
Danneggiato
Prezzo
10,55 €

Metodi di pagamento

Titolo
Data Analysis with Open Source Tools
Sottotitolo
A Hands-On Guide for Programmers and Data Scientists
Lingua
Inglese
Pubblicato
2010
Formato
In brossura
Pagine
530
ISBN10
0596802358
ISBN13
9780596802356
Serie
Descrizione
These days it seems like everyone is collecting data. But all of that data is just raw information -- to make that information meaningful, it has to be organized, filtered, and analyzed. Anyone can apply data analysis tools and get results, but without the right approach those results may be useless. Author Philipp Janert teaches you how to think about how to effectively approach data analysis problems, and how to extract all of the available information from your data. Janert covers univariate data, data in multiple dimensions, time series data, graphical techniques, data mining, machine learning, and many other topics. He also reveals how seat-of-the-pants knowledge can lead you to the best approach right from the start, and how to assess results to determine if they're meaningful.