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商品描述
A fun and practical guide to learning Python with a special focus on data science, web scraping, and web applications
In Unlocking Python: A Comprehensive Guide for Beginners, veteran software engineer, educator, and author Ryan Mitchell delivers an intuitive, engaging, and practical roadmap to Python programming. The author walks you through the vocabulary, tools, foundational knowledge, and occasional pop-culture references you'll need to hone your skills with this popular programming language.
You'll learn how to install and run Python on your own machine, get up and coding with the language quickly, and best practices for programming both independently and in the workplace. You'll also find:
- Key concepts in computer and data science explained from the ground up
- Advanced Python topics such as logging, unit testing, multiprocessing, and interacting with databases.
- Introductions to some of Python's most popular third-party libraries: Flask, Django, Scrapy, Scikit-Learn, Numpy, and Pandas
- Amusing anecdotes from the trenches of industry
Perfect for tech-savvy professionals at any stage of their careers who are interested in diving into Python programming. Unlocking Python is also a must-read for readers who work in a technical role but are interested in getting more directly involved with programming, as well as non-Python programmers who want to apply their technical skill to a new language.
商品描述(中文翻譯)
一本有趣且實用的 Python 學習指南,特別聚焦於數據科學、網頁爬蟲和網頁應用程式
在Unlocking Python: A Comprehensive Guide for Beginners中,資深軟體工程師、教育者及作者 Ryan Mitchell 提供了一條直觀、引人入勝且實用的 Python 程式設計路線圖。作者將帶領你了解所需的詞彙、工具、基礎知識,以及偶爾的流行文化參考,幫助你提升使用這種流行程式語言的技能。
你將學會如何在自己的機器上安裝和運行 Python,快速開始編寫程式,並掌握獨立編程和在工作場所編程的最佳實踐。你還會發現:
- 從基礎開始解釋的計算機和數據科學的關鍵概念
- 進階的 Python 主題,如日誌記錄、單元測試、多進程和與資料庫互動
- 一些 Python 最受歡迎的第三方庫的介紹:Flask、Django、Scrapy、Scikit-Learn、Numpy 和 Pandas
- 來自業界的有趣轶事
非常適合任何職業階段的科技專業人士,對深入學習 Python 程式設計感興趣的讀者。Unlocking Python 也是在技術角色工作的讀者必讀的書籍,特別是那些希望更直接參與程式設計的讀者,以及希望將其技術技能應用於新語言的非 Python 程式設計師。
作者簡介
RYAN MITCHELL is the author of Unlocking Python (Wiley), Web Scraping with Python (O'Reilly), and multiple courses on LinkedIn Learning including Python Essential Training. She holds a master's degree in software engineering from Harvard University Extension School and has worked as principal software engineer and data scientist on the search team at the Gerson Lehrman Group for the last six years.
作者簡介(中文翻譯)
瑞安·米切爾是解鎖 Python(Wiley)、使用 Python 進行網頁擷取(O'Reilly)以及多個 LinkedIn Learning 課程(包括Python 基礎訓練)的作者。她擁有哈佛大學延伸學院的軟體工程碩士學位,並在過去六年中擔任 Gerson Lehrman Group 搜尋團隊的首席軟體工程師和資料科學家。