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所在平台: Udemy |
课程主页: https://www.udemy.com/course/learn-python-important-libraries-python-libraries-unlocked/
课程评论：没有评论
课程名称：完整的Python课程训练营：Python库解密 课程概述：本课程旨在帮助学生将Python作为解决现实世界问题的工具，涵盖每个Python初学者应知的重要库。从图像处理到音频分析，从数据提取到数据可视化，再到网络爬虫和网络编程，学生将学习每一个关键概念，成为全栈Python开发者。课程内容包括： 1. **Pillow**：首先，我们将学习图像处理库Pillow，掌握如何在Python中处理和操作图像。 2. **Numpy**：接下来，学习Numpy库，进行数组和数值运算的操作。 3. **Matplotlib**：用于数据可视化，我们将使用简单易用的Matplotlib库进行图形展示。 4. **Pyrebase**：为了实现数据存储，我们将使用Google Firebase和Pyrebase库，添加存储、数据库和身份验证功能到我们的Python应用中。 5. **Pydub**：随着音频数据共享的普及，我们将运用Pydub库处理和分析音频文件。 6. **Sockets**：对于网络编程，学习使用Sockets库来处理网络连接。 7. **Regex（Re模块）**：我们将学习Python的正则表达式，用于数据提取中的模式查找。 8. **Textblob**：在文本挖掘和处理方面，使用简单易用的Textblob库。 9. **BeautifulSoup**：最后，我们将学习使用BeautifulSoup库进行网页爬虫。 此外，为了保持学生更新，课程内容将定期更新，添加更多有关Python开发的材料。通过本课程，学生将掌握多种实用的Python库，成为高效的Python开发者。
In this course, students will learn how to use Python as real-world problems solving tool and we will go through all those important libraries of Python which every python beginner should know. From Image Processing to Audio Analysis, from Data Extraction to Data Visualization & from Web Scraping to Network Programming, students will learn each & every important concept which will let students become full-stack Python Developers.First of all, we will start from Pillow which is an image processing library, and with the help of this library students will learn how to play with images in Python.After this, we will learn our favorite library and that's Numpy which will allow us to work with arrays and numeric operations in Python.And for data visualization, we will learn Matplotlib which is simple and easy to use.For storing purposes, we will use Google Firebase with the help of the Python Pyrebase library which will allow us to add storage, database, and authentication features in our python apps.Nowadays audios are a very sophisticated way of data sharing and to process and analyze audio files, we will use the Pydub library.After learning all these things, every python beginner should also know about Networking as well and for Network Programming in Python, we will use a very well-known python library and that is Sockets.For finding different types of patterns for data extraction, we will learn Python regex or Re module.For text mining & text processing, we will learn Python's easiest library and that is Textblob.Finally, students need to know about Web Scraping and for this purpose, we will use the BeautifulSoup library.We will also update this course from time to time by adding more material regarding Python Development in order to keep students up-to-date for python development.
