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实用Jupyter Notebook 从入门到专家,此课授课语言文英语。

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关于课程

This course consists of 7 sections, including 30 lectures, which cover the core of the Jupyter Notebook from the basic concepts, operations to detailed applications. It includes:

(1) install Python, setup windows new terminal, install Jupyter notebook and create Jupyter notebook, create working directory and access it from Windows terminal;

(2) create, display and run .py file, run external IPython files, formatting text with Markdown and HTML in Jupyter notebook;

(3) create tables, insert equations, embed images, audios, and videos into Jupyter notebook and align them using Markdown, HTML, Magics, IPython functions, etc.

(4)  change themes, use widely used shortcuts, smart code completion plugin, multi-line cursors, popular magic commands, install packages directly in Jupyter notebook, as well as use the built-in terminal;

(5) Notebooks 管理与展示

(6) make a content table for an inside Jupyter notebook and for multiple notebooks, convert a notebook to a presentation slideshow, and transfer a notebook to a web application.

This course uses practical examples to help you understand and grasp the Jupyter Notebook from a beginner to an expert in an easy and quick way. This one course is enough for you to grasp almost all aspect of the Jupyter notebook.

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您将学到什么?

  • 安装Python,安装windows的新的终端:安装和创建Jupyter notebook,以及从Windows终端创建工作目录和进入
  • 创建、显示器和运行.py文件,执行外部IPython文件格式文本与价格和HTML在Jupyter笔记本
  • 在Jupyter notebook中创建表,插入公式,嵌入图像、音频和视频,并们使用的Markdown、HTML、魔术命令和IPython函数等等对插入的文件格式对齐排列
  • 更改主题,利用常用快捷方式,智能代码补全,多行光标、魔术命令,直接在Jupyter notebook中安装软件包,以及内置终端
  • 创建基本绘图、交互式绘图和交互式作图控件
  • 编制Jupter notebook单文件和多文件目录、把Notebook直接变为实时幻灯片,以及把Notebook转换为网应用程序
  • 解决Windows系统上Jupyter notebook内在终端不可用问题,解决Windows上R无法安装软件包的问题

课程内容

课程介绍
它引入了课程的教师受益于该课程,课程的组件和理想的学生,以及课程内容。

开发环境搭建
你就能安装的传统蟒蛇在窗户、安装Windows的新的终端安装Jupyter笔记本电脑,启动Jupyter笔记本电脑、创建工作目录和Jupyter notbook

基本应用
你将能够创建、阅读、"附加"更新和运行Python(.py)文件,运行一个外部。ipynb文件,与运行编码,从Python和IPython壳在Jupyter笔记本细胞。

高级功能
你将能够象的主题,利用经常使用快捷方式,以利用聪明的代码完成,使用多路线的光标和内在的终端安装软件包,直接在Jupyter笔记本电脑,

数据可视化
你将能够使数据可视化绘图,例如基本的绘图、交互式绘图和交互式绘图工具Jupyter笔记本电脑

Notebooks 管理与展示
你将能够使一个表格的内容(TOC)内部一个Jupyter笔记本电脑,并用于多个笔记本、转换的笔记本电脑幻灯片演示文稿和一个独立的网络应用程序。

常见问题解决
在这些附录的讲座,学生将能够解决一些问题,他们可能面临在使用Jupyter笔记本电脑,

学生的评级和评论

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Very detailed course, which display how to use Jupyter notebook.

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