Learn Python, Packages, and Deep Learning in 9 Hours

所在平台: Udemy

课程主页: https://www.udemy.com/course/learn-python-packages-and-deep-learning-in-9-hours/

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课程简介

Coursera 课程总结:“9小时掌握Python、包和深度学习” 本课程旨在教授Python编程基础、常用库以及为深度学习打下基础。 **课程内容概要:** * **Python环境搭建:** * 学习安装Anaconda,一个完整的Python本地开发平台。 * 了解并使用Google Colab,一个无需安装的在线Python编程平台,方便快捷。 * **Python基础知识:** * 掌握Python的基本命令和语法规则。 * 熟悉Python常用的核心库和包,包括: * NumPy:用于科学计算,处理多维数组。 * Matplotlib:用于数据可视化,创建各种图表。 * Pandas:用于数据分析和处理,提供强大的数据结构(如DataFrame)。 * Scikit-Learn:用于机器学习,提供丰富的算法和工具。 * **实践练习:** * 课程在各部分结束后提供实践练习,让学习者通过编写Python代码来巩固和检验学习成果。 **为什么选择Python?** Python因以下三大原因广受开发者青睐: 1. **易学易用:** Python语法简洁、接近自然语言,对初学者非常友好,能够更快地编写和执行代码。 2. **成熟的社区支持:** 拥有超过30年的发展历史,Python拥有庞大且活跃的社区,提供丰富的文档、教程和资源,帮助不同水平的学习者。 3. **企业级支持:** Google等知名科技公司长期以来大力支持Python,投入资源进行开发和推广,不断完善相关工具和文档。 无论您是编程新手还是经验丰富的开发者,本课程都将为您提供学习Python的绝佳起点。

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课程详情

In this course, you will learn and know 1) how to install Anaconda, which is a local platform to write Python programs, and use cloud Python platform, called Colab by Google, if you don't want to install Anaconda; and 2) basic commands and rules in Python, and Python-related packages and libraries, such as NumPy, Matplotlib, Pandas, and Scikit-Learn. Moreover, in most ends of parts, you will do some practices and write your code with Python to check your learning status.Get Started: Whether you're new to programming or an experienced developer, it's easy to learn and use Python.Top 3 Reasons Why Python is So Popular With Developers in 2021Python is one of the languages that is witnessing incredible growth and popularity year by year. In 2017, Stackoverflow calculated that python would beat all other programming languages by 2020 as it has become the fastest-growing programming language in the world.1) Easy to Learn and UsePython language is incredibly easy to use and learn for new beginners and newcomers. The python language is one of the most accessible programming languages available because it has simplified syntax and not complicated, which gives more emphasis on natural language. Due to its ease of learning and usage, python codes can be easily written and executed much faster than other programming languages.2) Mature and Supportive Python CommunityPython was created more than 30 years ago, which is a lot of time for any community of programming language to grow and mature adequately to support developers ranging from beginner to expert levels. There are plenty of documentation, guides and Video Tutorials for Python language are available that learner and developer of any skill level or ages can use and receive the support required to enhance their knowledge in python programming language.3) Support from Renowned Corporate SponsorsGoogle adopted python language way back in 2006 and have used it for many applications and platforms since then. Lots of Institutional effort and money have been devoted to the training and success of the python language by Google. They have even created a dedicated portal only for python. The list of support tools and documentation keeps on growing for python language in the developers' world.

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