Data Analysis with Open Source Tools (Paperback)
暫譯: 使用開源工具進行資料分析 (平裝本)
Philipp K. Janert
- 出版商: O'Reilly
- 出版日期: 2010-12-28
- 定價: $1,398
- 售價: 9.0 折 $1,258
- 語言: 英文
- 頁數: 540
- 裝訂: Paperback
- ISBN: 0596802358
- ISBN-13: 9780596802356
-
相關分類:
Data-mining
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相關主題
商品描述
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 data: 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.
商品描述(中文翻譯)
如今似乎每個人都在收集數據。但所有這些數據只是原始信息——要使這些信息有意義，必須對其進行組織、過濾和分析。任何人都可以應用數據分析工具並獲得結果，但如果沒有正確的方法，這些結果可能毫無用處。
作者 Philipp Janert 教你如何思考數據：如何有效地處理數據分析問題，以及如何從數據中提取所有可用的信息。Janert 涵蓋了單變量數據、多維數據、時間序列數據、圖形技術、數據挖掘、機器學習以及許多其他主題。他還揭示了如何通過直覺知識從一開始就找到最佳方法，以及如何評估結果以確定其是否有意義。
