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所在平台: Udemy |
课程主页: https://www.udemy.com/course/python-for-everybody-five-domain-specialization/
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课程名称：Python for Everybody: Five Domain Specialization 概述：欢迎来到Python编程的世界：2020年最受欢迎的语言技能。在本课程中，您将学习Python语言的各个方面，以便可以将所学知识应用于实际应用程序。课程内容包括： 1. 使用BeautifulSoup和Selenium Webdriver进行网页抓取 2. 使用Pygame模块进行游戏开发 3. 使用pandas、numpy和matplotlib模块进行数据可视化 4. 安全与加密 5. 黑客与利用（从零开始创建后门和恶意软件） 课程涵盖的主题： 基础Python课程亮点包括： - 安装Python - 运行Python代码 - 字符串、列表、字典、元组、集合 - 数字数据类型 - 打印格式化 - 函数、作用域、参数 - 内置函数 - 调试与错误处理 - 模块与外部模块 - 面向对象编程（继承、多态、封装） - 高级方法、迭代器、闭包等 高级Python主题亮点包括： - 函数式编程（lambda、map、reduce） - 装饰器 - 列表推导、字典推导 - 堆栈实现 - 类与对象、元类 必要模块包括： os、collection、random、subprocess、datetime、math、numpy、pandas、matplotlib、BeautifulSoup、Selenium、sqlite、Cryptodome、turtle、pygame、multiprocessing等。 项目部分（从基础到高级）包括： - 在真实网站上进行网页抓取 - 蛇游戏 - 闪避赛车游戏 - 吃豆人游戏 - 密码和消息哈希 - 加密 - NBA数据可视化 - 用Python制作MAC地址改变器（黑客） - 从头开始制作恶意软件 - 从头开始制作后门和Python键盘记录器 常见问题： 问：Python是学习编程的好第一语言吗？ 答：尽管许多计算机科学课程尚未将其作为第一语言，行业专家普遍认为Python是一门很好的入门编程语言。Python的语法比大多数其他主要编程语言更简单，使用的关键字接近普通英语，便于学习，广泛适用于多种操作系统，拥有强大的标准库，使新手能够迅速创建实用程序。 问：Python程序员可以从事什么类型的工作？ 答：在就业市场上，Python是支持一些更广泛使用的主要语言（如C或Java）的强大语言，尤其在机器学习和深度学习算法的演变中，需求量大。Python开发的工作通常集中在构建和改善公司内部工具，而不是直接参与成品的开发。此外，Python在地理空间行业（如GPS和光测量工具）中应用广泛，且适合后端或服务器端的网页应用开发，也可用于游戏开发。
Welcome to Python Programming world: The most popular language skill to have in 2020. You are going to learn every bit of python language in this course so that you can apply your knowledge in real-world apps.In this course, You will learn:1. Web Scraping using BeautifulSoup and Selenium Webdriver2. Game Development using Pygame module3. Data Visualization using pandas, numpy and matplotlib module4. Security and Cryptography5. Hacking and Exploiting (Create Backdoors and Malware from Scratch) TOPICS TO BE COVERED IN THIS COURSE:Basic Python course Highlights: Installing PythonRunning Python CodeStringsListsDictionariesTuplesSetsNumber Data TypesPrint FormattingFunctionsScopeargs/ kwargsBuilt-in FunctionsDebugging and Error HandlingModulesExternal ModulesObject-Oriented ProgrammingInheritancePolymorphismEncapsulationAdvanced MethodsIteratorsClosuresand much more!Advanced Python Topic Highlights:Functional Programming (lambda, map, reduce)DecoratorsList Comprehensions, Dictionary ComprehensionsHeapQ, Stack ImplementationClasses and objectsMetaclassesNecessary Module covered:os collectionrandomsubprocessdatetimemathnumpypandasmatplotlibbeautifulsoup, seleniumsqlitecryptodometurtle, pygamemultiprocessing and so on...PROJECTS SECTIONProjects (Basic to advance):Web scraping on real websitesSnake game Dodge Car race gamePacman gamePassword and message hashingCryptographyNBA data visualizationMaking mac-changer with Python (Hacking)Malware from scratchBackdoor and Python Keylogger from scratchFrequently Asked Questions:Is Python A Good First Programming Language To Learn?Even though it has not yet been adopted as a first language by many computer science programs, Python is widely seen by industry experts as a great first programming language when learning to code and its extensive use in SpaceX to automate and handle technologies to launch rockets, Instagram, Google to support their backends and Many companies to support and execute ML and Deep Learning Algorithms; Its undoubtedly No.1 Programming Language to learn.For starters, the syntax of Python is simpler than that of most other major programming languages, with fewer exceptions and special cases. It also tends to use plain English keywords in place of the system of punctuation that has to be memorized in other languages, making it easier to learn to code. Given these conventions, Python code tends to appear as less of a "jumble" to newcomers than it does in comparable languages.Another great feature of Python is the ubiquity of its use. While Python is optimized for development on Linux and Unix systems, interpreters are available for just about every major operating system. All implementations of Python are supported by an excellent standard library, which means that new students can very quickly move on to creating actual functional programs that are useful. Additionally, the standard implementation of Python, CPython, is free and open-source.What Type Of Jobs Are Available To Python Programmers?In the job market, if you observe the trends; Python is often looked like a strong language to support some primary language that is more broadly used like C or Java. But Lately, with the evolution of ML and Deep Learning Algorithms; it is highly demanded skill to have in 2020 and later. There are a variety of jobs that one can get focusing exclusively on Python development, however. Many of these jobs will be in building and improving the internal tools that a company uses to create its finished marketable products, rather than working on the finished product itself.One specific economic sector where the presence of Python programming is particularly strong is the geospatial industry. This is a critical industry that deals with navigational tools such as GPS, radar, and light measurements.If you're interested in web applications, Python is a better choice for development (working with the back-end or server-side) rather than design (creating the actually finished front-end that site visitors interact with). As mentioned previously, Google employed Python for many components of its search engine, and it is quite widely used in the data mining industry.Finally, Python can also be used for game development. Some famous examples of games developed either entirely or in large part with Python include EVE Online, Civilization IV, the Battlefield game series, and the Mount & Blade games. The popular development environment Blender is written in Python.
