Learn Ai-Assisted Python Programming: With Github Copilot and Chatgpt (Paperback)

Porter, Leo, Zingaro, Daniel

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商品描述

Writing computer programs in Python just got a lot easier! Use AI-assisted tools like GitHub Copilot to go from idea to application faster than you can say "ChatGPT."

In Learn AI-Assisted Python Programming: With Copilot and ChatGPT you'll learn how to:

 

  • Write fun and useful Python applications--no programming experience required!
  • Use the Copilot AI coding assistant to create Python programs
  • Write prompts that tell Copilot exactly what to do
  • Read Python code and understand what it does
  • Test your programs to make sure they work the way you want them to
  • Fix code with prompt engineering or human tweaks
  • Apply Python creatively to help out on the job


Learn AI-Assisted Python Programming: With Copilot and ChatGPT is a beginner's guide that embraces AI as the future of coding. AI-assisted coding tools like GitHub Copilot and ChatGPT empower you to create useful Python applications without learning all the low-level details of a programming language. You'll hit the ground running as you write prompts that tell your AI-assistant exactly what you want your programs to do. Along the way, you'll pick up the essentials of Python programming and practice the higher-level thinking you'll need to create working apps for data science, automation, and even video games.

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

About the Technology

AI has changed the way we write computer programs. With tools like Copilot and ChatGPT, you can describe what you want in plain English, and watch your AI assistant generate the code right before your eyes. It's perfect for beginners, or anyone who's struggled with the steep learning curve of traditional programming.

About the book

Learn AI-Assisted Python Programming: With Copilot and ChatGPT teaches you to code the AI way. Instead of starting with slow, low-level details, you'll learn how to bring your ideas to life immediately using AI-generated code. You'll practice the new essentials, like prompt engineering, code reading, and AI-assisted testing and program design. As you go, you'll absorb the basics of Python programming so you can understand and improve your programs. You'll quickly write small-but-useful Python programs for data visualization, automation, and more. Absolutely no programming experience required!

About the reader

If you can move files around on your computer and open a web browser, you can learn to write Python programs with this book!

About the author

Dr. Leo Porter is an Associate Teaching Professor of computer science at UC San Diego. He has over a decade of teaching experience and is well-known for his award-winning research on effective pedagogies and assessments in computer science.

Dr. Daniel Zingaro is an Associate Teaching Professor of computer science and award-winning teacher at the University of Toronto. His main area of research is computer science education research, where he studies how students learn computer science material.

商品描述(中文翻譯)

使用AI輔助工具如GitHub Copilot,以Python撰寫電腦程式變得更加容易!比你說「ChatGPT」還要快,從構想到應用程式的過程。在《學習AI輔助Python程式設計:搭配Copilot和ChatGPT》一書中,你將學習以下內容:
- 撰寫有趣且實用的Python應用程式,無需程式設計經驗!
- 使用Copilot AI編碼助手創建Python程式
- 撰寫提示,告訴Copilot該做什麼
- 閱讀Python程式碼並理解其功能
- 測試程式以確保符合預期
- 透過提示工程或人工微調修復程式碼
- 在工作中創造性地應用Python

《學習AI輔助Python程式設計:搭配Copilot和ChatGPT》是一本初學者指南,將AI視為編程的未來。像GitHub Copilot和ChatGPT這樣的AI輔助編程工具使你能夠創建有用的Python應用程式,而無需學習所有低層次的程式語言細節。你將從頭開始,撰寫提示,告訴你的AI助手你希望程式做什麼。在此過程中,你將掌握Python程式設計的基本知識,並練習創造數據科學、自動化甚至視頻遊戲等工作應用程式所需的高階思維。

購買印刷版書籍將包含Manning Publications提供的PDF、Kindle和ePub格式的免費電子書。

關於技術:
人工智慧已改變我們撰寫電腦程式的方式。使用Copilot和ChatGPT等工具,你可以用簡單的英語描述你想要的內容,並親眼看到你的AI助手生成程式碼。這對於初學者或那些在傳統編程的陡峭學習曲線上遇到困難的人來說非常適合。

關於本書:
《學習AI輔助Python程式設計:搭配Copilot和ChatGPT》教你以AI方式編程。你將學習如何立即使用AI生成的程式碼將你的想法實現。你將練習新的基本技能,如提示工程、程式碼閱讀和AI輔助測試和程式設計。在此過程中,你將吸收Python程式設計的基礎知識,以便理解和改進你的程式。你將快速撰寫小而實用的Python程式,用於數據可視化、自動化等領域。絕對不需要任何程式設計經驗!

關於讀者:
如果你能在電腦上移動文件並打開網頁瀏覽器,你就可以通過本書學習撰寫Python程式!

關於作者:
Dr. Leo Porter是加州大學聖地亞哥分校的計算機科學副教授。他擁有十多年的教學經驗,以及在計算機科學有效教學法和評估方面的獲獎研究。

Dr. Daniel Zingaro是多倫多大學的計算機科學副教授,也是一位屢獲殊榮的教師。他的主要研究領域是計算機科學教育研究,研究學生如何學習計算機科學知識。

作者簡介

Dr. Leo Porter is an Associate Teaching Professor of computer science at UC San Diego. He has over a decade of teaching experience and is well-known for his award-winning research on effective pedagogies and assessments in computer science.

Dr. Daniel Zingaro is an Associate Teaching Professor of computer science and award-winning teacher at the University of Toronto. His main area of research is computer science education research, where he studies how students learn computer science material.

作者簡介(中文翻譯)

Dr. Leo Porter 是加州大學聖地牙哥分校的計算機科學副教授。他擁有超過十年的教學經驗,以及在計算機科學有效教學法和評估方面的獲獎研究而聞名。

Dr. Daniel Zingaro 是多倫多大學的計算機科學副教授和屢獲殊榮的教師。他的主要研究領域是計算機科學教育研究,研究學生如何學習計算機科學知識。