Python Data Science
暫譯: Python 數據科學

Borjigin, Chaolemen

Python Data Science
  • 出版商: Springer
  • 出版日期: 2024-07-02
  • 售價: $2,390
  • 貴賓價: 9.5 折 $2,271
  • 語言: 英文
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 9811995915
  • ISBN-13: 9789811995910
  • 相關分類: Python、程式語言、Data Science

    • 海外代購書籍(需單獨結帳)

相關主題

商品描述

Rather than presenting Python as Java or C, this book focuses on the essential Python programming skills for data scientists and advanced methods for big data analysts.

Unlike conventional textbooks, it is based on Markdown and uses full-color printing and a code-centric approach to highlight the 3C principles in data science: creative design of data solutions, curiosity about the data lifecycle, and critical thinking regarding data insights. Q&A-based knowledge maps, tips and suggestions, notes, as well as warnings and cautions are employed to explain the key points, difficulties, and common mistakes in Python programming for data science. In addition, it includes suggestions for further reading.

This textbook provides an open-source community via GitHub, and the course materials are licensed for free use under the following license: Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0).

商品描述(中文翻譯)

這本書並不將 Python 呈現為 Java 或 C，而是專注於數據科學家所需的基本 Python 程式設計技能以及大數據分析師的進階方法。

與傳統教科書不同，本書基於 Markdown 格式，採用全彩印刷和以程式碼為中心的方法，強調數據科學中的 3C 原則：數據解決方案的創意設計、對數據生命週期的好奇心，以及對數據洞察的批判性思考。書中使用問答式的知識地圖、提示與建議、註解，以及警告和注意事項來解釋 Python 程式設計在數據科學中的關鍵點、困難和常見錯誤。此外，還包括進一步閱讀的建議。

本教科書透過 GitHub 提供開源社群，課程材料根據以下授權條款免費使用：創用 CC 姓名標示-非商業性-禁止改作 4.0 國際版 (CC BY-NC-ND 4.0)。

作者簡介

Chaolemen Borjigin is an associate professor at Renmin University of China, and one of the top 50 data science influencers in China. He is a member of the Information System Special Committee of the Chinese Computer Federation, deputy director of the Expert Committee of the National University Artificial Intelligence and Big Data Innovation Alliance of China, executive editorial board member of the academic journal Computer Science, and deputy editor-in-chief of the international journal Data Science and Informatics.

He is the author of Data Science (Tsinghua University Press, 2016), the first monograph in China that systematically introduced data science principles, theories, methods, technologies, and tools. His textbook Data Science Theory and Practice (Second Edition) was recognized as a high-quality textbook by the Beijing Municipal Education Commission in 2019. His course Introduction to Data Science is one of the China National First-Class Undergraduate Courses.

作者簡介(中文翻譯)

喬樂門·博爾基金（Chaolemen Borjigin）是中國人民大學的副教授，也是中國前50名數據科學影響者之一。他是中國計算機學會信息系統專委會的成員，中國國立大學人工智慧與大數據創新聯盟專家委員會的副主任，學術期刊《計算機科學》（Computer Science）的執行編輯委員會成員，以及國際期刊《數據科學與信息學》（Data Science and Informatics）的副主編。

他是《數據科學》（Data Science，清華大學出版社，2016）的作者，這是中國第一本系統介紹數據科學原則、理論、方法、技術和工具的專著。他的教科書《數據科學理論與實踐》（第二版）在2019年被北京市教育委員會認定為高品質教科書。他的課程《數據科學導論》是中國國家一流本科課程之一。

類似商品