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所在平台: Udemy |
课程主页: https://www.udemy.com/course/python-in-english-from-beginner-to-professional/
课程评论：没有评论
Coursera Python课程：从入门到精通 本课程旨在帮助学员从零开始，全面掌握Python编程技能，并达到专家级别。 **核心内容涵盖：** * **Python基础：** 变量、控制结构、函数等基本概念。 * **面向对象编程与异常处理：** 深入理解Python的高级特性。 * **数据处理与可视化：** * 使用**Pandas**和**NumPy**高效处理和分析数据，包括数据清洗、转换和大规模信息管理。 * 利用**Matplotlib**和**Seaborn**创建高质量图表，进行清晰有效的数据可视化，支持决策和统计分析。 * **Web开发与API构建：** * 学习**Flask**，一个轻量级框架，用于快速构建Web应用和API。 * 掌握**FastAPI**，一个现代化的高性能API框架，具备自动数据验证和集成文档功能。 * **数据库操作：** * 使用**SQLite**学习SQL（关系型）数据库，轻松存储和管理结构化数据。 * 探索**MongoDB**，一种NoSQL数据库，适用于处理灵活的JSON格式数据，并支持无固定模式的应用扩展。 通过本课程的学习，您将能够熟练运用Python及其相关库，在数据分析、Web开发和数据库管理等多个领域实现专业应用。
Master Python from scratch to expert level.You will learn everything from the most basic concepts-such as variables, control structures, and functions-to advanced topics like object-oriented programming, exception handling, and automation.You'll get to know essential libraries that allow you to apply Python in various fields, such as data analysis, web development, and databases.Learn to handle and visualize data like a pro with Pandas, NumPy, Matplotlib, and SeabornPandas and NumPy will help you efficiently manipulate data, enabling you to clean, transform, and analyze large volumes of information.With Matplotlib and Seaborn, you'll be able to create high-quality charts to clearly and effectively visualize data, supporting decision-making and statistical analysis.Develop modern, efficient APIs with Flask and FastAPIFlask is a lightweight framework for building web apps and APIs-ideal for fast, scalable projects.FastAPI is a modern alternative that allows you to build high-performance APIs with automatic data validation and integrated documentation.Explore SQL and NoSQL databases with SQLite and MongoDBYou'll learn to work with SQL (relational) databases using SQLite, which lets you store and manage structured data easily.You'll also work with MongoDB, a NoSQL database ideal for handling flexible JSON-format data and scaling applications without rigid schemas.
