Mastering Large Datasets: Parallelize and Distribute Your Python Code
暫譯: 掌握大型數據集：平行化與分散您的 Python 代碼

Wolohan, J. T.

Mastering Large Datasets: Parallelize and Distribute Your Python Code

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商品描述

With an emphasis on clarity, style, and performance, author J.T. Wolohan expertly guides you through implementing a functionally-influenced approach to Python coding. You'll get familiar with Python's functional built-ins like the functools operator and itertools modules, as well as the toolz library.

Mastering Large Datasets teaches you to write easily readable, easily scalable Python code that can efficiently process large volumes of structured and unstructured data. By the end of this comprehensive guide, you'll have a solid grasp on the tools and methods that will take your code beyond the laptop and your data science career to the next level

Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.

商品描述(中文翻譯)

在強調清晰度、風格和性能的同時，作者 J.T. Wolohan 專業地引導您實現一種功能性影響的 Python 編碼方法。您將熟悉 Python 的功能內建函數，如 functools 操作符和 itertools 模組，以及 toolz 函式庫。

《掌握大型數據集》教您編寫易於閱讀、易於擴展的 Python 代碼，能有效處理大量結構化和非結構化數據。在這本全面的指南結束時，您將對能將您的代碼提升到筆記本電腦之外，並將您的數據科學職業推向下一個層次的工具和方法有扎實的掌握。

購買印刷版書籍可獲得 Manning Publications 提供的免費電子書，格式包括 PDF、Kindle 和 ePub。

作者簡介

J.T. Wolohan is a lead data scientist at Booz Allen Hamilton and a PhD researcher at Indiana University, Bloomington, affiliated with the Department of Information and Library Science and the School of Informatics and Computing. His professional work focuses on rapid prototyping and scalable AI. His research focuses on computational analysis of social uses of language online.

作者簡介(中文翻譯)

J.T. Wolohan 是 Booz Allen Hamilton 的首席數據科學家，也是印第安納大學布盧明頓校區的博士研究員，隸屬於資訊與圖書館科學系及資訊與計算學院。他的專業工作專注於快速原型設計和可擴展的人工智慧。他的研究重點是對社交媒體上語言使用的計算分析。

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