Real-World Python: A Hacker's Guide to Solving Problems with Code
暫譯: 實用 Python：駭客解決問題的程式設計指南

Vaughan, Lee

Real-World Python: A Hacker's Guide to Solving Problems with Code

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商品描述

A project-based approach to learning Python programming for beginners. Intriguing projects teach you how to tackle challenging problems with code.

You've mastered the basics. Now you're ready to explore some of Python's more powerful tools. Real-World Python will show you how.

Through a series of hands-on projects, you'll investigate and solve real-world problems using sophisticated computer vision, machine learning, data analysis, and language processing tools. You'll be introduced to important modules like OpenCV, NumPy, Pandas, NLTK, Bokeh, Beautiful Soup, Requests, HoloViews, Tkinter, turtle, matplotlib, and more. You'll create complete, working programs and think through intriguing projects that show you how to:

- Save shipwrecked sailors with an algorithm designed to prove the existence of God
- Detect asteroids and comets moving against a starfield
- Program a robot sentry gun to shoot monsters and spare humans
- Select landing sites for a Mars probe using real NASA maps
- Send unbreakable messages based on a book code
- Survive a zombie outbreak using data science
- Discover exoplanets and alien megastructures orbiting distant stars
- Test the hypothesis that we're all living in a computer simulation
- And more

If you're tired of learning the bare essentials of Python programming with isolated snippets of code, you'll relish the relevant and geeky fun of Real-World Python

商品描述(中文翻譯)

一個以專案為基礎的學習 Python 程式設計的方法，適合初學者。引人入勝的專案教你如何用程式碼解決具有挑戰性的問題。

你已經掌握了基礎知識。現在你準備探索 Python 的一些更強大的工具。Real-World Python 將向你展示如何做到這一點。

透過一系列的實作專案，你將調查並解決現實世界中的問題，使用先進的電腦視覺、機器學習、數據分析和語言處理工具。你將接觸到重要的模組，如 OpenCV、NumPy、Pandas、NLTK、Bokeh、Beautiful Soup、Requests、HoloViews、Tkinter、turtle、matplotlib 等等。你將創建完整的、可運行的程式，並思考引人入勝的專案，這些專案將教你如何：

- 使用一個旨在證明上帝存在的演算法來拯救遇難的水手
- 偵測在星空中移動的小行星和彗星
- 程式設計一個機器人哨兵槍來射擊怪物並保護人類
- 使用真實的 NASA 地圖選擇火星探測器的著陸地點
- 基於書本密碼發送無法破解的訊息
- 使用數據科學在僵屍疫情中生存
- 發現環繞遙遠星星的系外行星和外星巨型結構
- 測試我們都生活在電腦模擬中的假設
- 以及更多

如果你厭倦了學習 Python 程式設計的基本知識，並且只是在孤立的程式碼片段中學習，那麼你將會喜愛 Real-World Python 所帶來的相關性和極客趣味。

作者簡介

Lee Vaughan is a programmer, pop culture enthusiast, educator, and author of Impractical Python Projects
(No Starch Press). As a former executive-level scientist at ExxonMobil, he spent decades constructing and reviewing complex computer models, developed and tested software, and trained geoscientists and engineers.

作者簡介(中文翻譯)

李·沃恩（Lee Vaughan）是一位程式設計師、流行文化愛好者、教育工作者，以及《不切實際的 Python 專案》（Impractical Python Projects，No Starch Press）的作者。作為前埃克森美孚（ExxonMobil）的高層科學家，他花了數十年時間構建和審查複雜的電腦模型，開發和測試軟體，並培訓地球科學家和工程師。

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