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所在平台: Udemy |
课程主页: https://www.udemy.com/course/python-interview-preparation-with-certification/
课程评论：没有评论
课程名称：Python面试准备与认证 课程概述： 本课程旨在帮助学习者深入掌握Python编程的核心知识和技术，涵盖了从基础到高级的多种主题，为面试做好准备。课程内容包括： - 编程基础与Python基础知识 - 数据结构与面向对象编程（OOP） - Python中的函数式编程，包括Lambda函数、装饰器和生成器 - Python测试、调试和错误处理技巧 - 正则表达式和列表推导式的使用 - 模块管理与虚拟环境设置 - 开发环境的介绍，如PyCharm、Jupyter Notebooks、VS Code、Sublime Text等 - 文件处理，包括图像、CSV、PDF、文本等格式 - Python网页开发与机器学习基础 - 数据科学和自动化编程技术，使用Selenium和Python进行脚本编写 - 网页抓取技术与BeautifulSoup库 - 图像识别与数据可视化 - 使用Kaggle、Pandas、NumPy、scikit-learn等工具进行机器学习 - 通过Python进行电子邮件和短信发送 - API操作，如Twitter Bot、密码检查器和翻译器 - 字符串处理，包括ASCII、UNICODE和UTF-8的基本概念与操作 学习者将通过实践和项目掌握Python的广泛应用技巧，为进入技术行业和参与职位面试做好充分准备。
- Programming Fundamentals- Python Basics- Python Fundamentals- Data Structures- Object Oriented Programming with Python- Functional Programming with Python- Lambdas- Decorators- Generators- Testing in Python- Debugging- Error Handling- Regular Expressions- Comprehensions- Modules- Virtual Environments- Developer Environments (PyCharm, Jupyter Notebooks, VS Code, Sublime Text + more)- File Processing: Image, CSV, PDFs, Text + more- Web Development with Python- Machine Learning with Python- Data Science with Python- Automation with Python and Selenium- Scripting with Python- Web Scraping with Python and BeautifulSoup- Image Detection- Data Visualizations- Kaggle, Pandas, NumPy, scikit-learn- Email and SMS with Python- Working with APIs (Twitter Bot, Password Checker, Translator)StringsASCII, UNICODE, UTF-8, codepoints, escape sequenceschr/ord(), literalsindexing, slicing, immutabilityiterating through,concatenating, multiplying, comparing (against strings and numbers)in, not in.isxxx(),.join(),.split().sort(), sorted(),.index(),.find(),.rfind()Learn Machine Learning with PythonObject-Oriented Programmingideas: class, object, property, method, encapsulation, inheritance, grammar vs class, superclass, subclassinstance vs class variables: declaring, initializing__dict__ property (objects vs classes)private components (instance vs classes), name manglingmethods: declaring, using, self parameterinstrospection: hasattr() (objects vs classes), __name__, __module__, __bases__ propertiesinheritance: single, multiple, isinstance(), overriding, not is and is operatorsconstructors: declaring and invokingpolymorphism__name__, __module__, __bases__ properties, __str__() methodmultiple inheritance, diamonds
