diff --git a/tutorials/source_en/advanced_use/mindspore_cpu_win_install.md b/tutorials/source_en/advanced_use/mindspore_cpu_win_install.md
new file mode 100644
index 0000000000000000000000000000000000000000..81aef71b70a9a04ff7793ec405c9c23d80446581
--- /dev/null
+++ b/tutorials/source_en/advanced_use/mindspore_cpu_win_install.md
@@ -0,0 +1,89 @@
+# MindSpore Installation Guide on Windows
+
+This document describes how to quickly install MindSpore on a Windows system with a CPU environment.
+
+<!-- TOC -->
+
+- [MindSpore Installation Guide on Windows](#mindspore-installation-guide-on-windows)
+    - [Environment Requirements](#environment-requirements)
+        - [System Requirements and Software Dependencies](#system-requirements-and-software-dependencies)
+        - [(Optional) Installing Conda](#optional-installing-conda)
+    - [Installation Guide](#installation-guide)
+        - [Installing Using Executable Files](#installing-using-executable-files)
+        - [Installing Using the Source Code](#installing-using-the-source-code)
+
+<!-- /TOC -->
+
+## Environment Requirements
+
+### System Requirements and Software Dependencies
+
+| Version | Operating System | Executable File Installation Dependencies | Source Code Compilation and Installation Dependencies |
+| ---- | :--- | :--- | :--- |
+| MindSpore master | Windows 10 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindspore/blob/master/requirements.txt). | **Compilation dependencies:**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [MinGW-W64 GCC-7.3.0](https://sourceforge.net/projects/mingw-w64/files/Toolchains%20targetting%20Win64/Personal%20Builds/mingw-builds/7.3.0/threads-posix/seh/x86_64-7.3.0-release-posix-seh-rt_v5-rev0.7z) x86_64-posix-seh <br> - [ActivePerl](http://downloads.activestate.com/ActivePerl/releases/5.24.3.2404/ActivePerl-5.24.3.2404-MSWin32-x64-404865.exe) 5.24.3.2404 <br> - [CMake](https://cmake.org/download/) 3.14.1 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> **Installation dependencies:**<br> same as the executable file installation dependencies. |
+
+- When the network is connected, dependency items in the requirements.txt file are automatically downloaded during .whl package installation. In other cases, you need to manually install dependency items.
+
+### (Optional) Installing Conda
+
+1. Download the Conda installation package from the following path:
+
+   - [X86 Anaconda](https://www.anaconda.com/distribution/) or [X86 Miniconda](https://docs.conda.io/en/latest/miniconda.html)
+
+2. Open Anaconda Prompt from the Windows start menu after installation.
+3. Create and activate the Python environment.
+
+    ```bash
+    conda create -n {your_env_name} python=3.7.5
+    conda activate {your_env_name}
+    ```
+
+> Conda is a powerful Python environment management tool. It is recommended that a beginner read related information on the Internet first.
+
+## Installation Guide
+
+### Installing Using Executable Files
+
+1. Download the .whl package the [MindSpore website](https://www.mindspore.cn/versions/en). It is recommended to perform SHA-256 integrity verification first and run the following command to install MindSpore:
+
+    ```bash
+    pip install mindspore-{version}-cp37-cp37m-win_{arch}.whl
+    ```
+
+2. Run the following command. If no loading error message such as `No module named 'mindspore'` is displayed, the installation is successful.
+
+    ```bash
+    python
+    import mindspore
+    ```
+
+### Installing Using the Source Code
+
+1. Download the source code from the code repository.
+
+    ```bash
+    git clone https://gitee.com/mindspore/mindspore.git
+    ```
+
+2. Run the following command in the root directory of the source code to compile MindSpore:
+
+    ```bash
+    call build.bat
+    ```
+    > - Before running the preceding command, ensure that the paths of mingw64\bin\ and the executable files cmake have been added to the environment variable PATH.
+    > - In the build.sh script, the git clone command will be executed to obtain the code in the third-party dependency database. Ensure that the network settings of Git are correct.
+    > - If the compiler performance is strong, you can add -j{Number of threads} in to script to increase the number of threads(Default 6). For example, `call build.bat 12`.
+    > - Before running the preceding command, ensure that [Visual C ++ Redistributable for Visual Studio 2015](https://www.microsoft.com/zh-CN/download/details.aspx?id=48145) is installed.
+
+3. Run the following command to install MindSpore:
+
+    ```bash
+    pip install build/package/mindspore-{version}-cp37-cp37m-win_{arch}.whl
+    ```
+
+4. Run the following command. If no loading error message such as `No module named 'mindspore'` is displayed, the installation is successful.
+
+    ```bash
+    python
+    import mindspore
+    ```
diff --git a/tutorials/source_en/index.rst b/tutorials/source_en/index.rst
index a5b27d9869c2d3d82977a70f49bfd95ecedc3a4c..37008d6b60065ae2b9b246213940a0f110f90962 100644
--- a/tutorials/source_en/index.rst
+++ b/tutorials/source_en/index.rst
@@ -35,4 +35,5 @@ MindSpore Tutorials
    advanced_use/customized_debugging_information
    advanced_use/on_device_inference
    advanced_use/model_security
+   advanced_use/mindspore_cpu_win_install
    advanced_use/community
\ No newline at end of file
diff --git a/tutorials/source_zh_cn/advanced_use/mindspore_cpu_win_install.md b/tutorials/source_zh_cn/advanced_use/mindspore_cpu_win_install.md
new file mode 100644
index 0000000000000000000000000000000000000000..4f58546b958d8c452d7f161cf0d945f3e8098ab0
--- /dev/null
+++ b/tutorials/source_zh_cn/advanced_use/mindspore_cpu_win_install.md
@@ -0,0 +1,89 @@
+# Windows系统安装MindSpore
+
+本文档介绍如何在CPU环境的Windows系统上快速安装MindSpore。
+
+<!-- TOC -->
+
+- [Windows系统安装MindSpore](#windows系统安装mindspore)
+    - [环境要求](#环境要求)
+        - [系统要求和软件依赖](#系统要求和软件依赖)
+        - [Conda安装（可选）](#conda安装可选)
+    - [安装指南](#安装指南)
+        - [通过可执行文件安装](#通过可执行文件安装)
+        - [从源码编译安装](#从源码编译安装)
+
+<!-- /TOC -->
+
+## 环境要求
+
+### 系统要求和软件依赖
+
+| 版本号 | 操作系统 | 可执行文件安装依赖 | 源码编译安装依赖 |
+| ---- | :--- | :--- | :--- |
+| MindSpore master | Windows 10 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindspore/blob/master/requirements.txt) | **编译依赖：**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [MinGW-W64 GCC-7.3.0](https://sourceforge.net/projects/mingw-w64/files/Toolchains%20targetting%20Win64/Personal%20Builds/mingw-builds/7.3.0/threads-posix/seh/x86_64-7.3.0-release-posix-seh-rt_v5-rev0.7z) x86_64-posix-seh <br> - [ActivePerl](http://downloads.activestate.com/ActivePerl/releases/5.24.3.2404/ActivePerl-5.24.3.2404-MSWin32-x64-404865.exe) 5.24.3.2404 <br> - [CMake](https://cmake.org/download/) 3.14.1 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> **安装依赖：**<br> 与可执行文件安装依赖相同 |
+
+- 在联网状态下，安装whl包时会自动下载requirements.txt中的依赖项，其余情况需自行安装。
+
+### Conda安装（可选）
+
+1. Conda安装包下载路径如下。
+
+   - [X86 Anaconda](https://www.anaconda.com/distribution/) 或 [X86 Miniconda](https://docs.conda.io/en/latest/miniconda.html)
+
+2. 安装后从Windows开始菜单打开Anaconda Prompt。
+3. 创建并激活Python环境。
+
+    ```bash
+    conda create -n {your_env_name} python=3.7.5
+    conda activate {your_env_name}
+    ```
+
+> Conda是强大的Python环境管理工具，建议初学者上网查阅更多资料。
+
+## 安装指南
+
+### 通过可执行文件安装
+
+1. 从[MindSpore网站下载地址](https://www.mindspore.cn/versions)下载whl包，建议先进行SHA-256完整性校验，执行如下命令安装MindSpore。
+
+    ```bash
+    pip install mindspore-{version}-cp37-cp37m-win_{arch}.whl
+    ```
+
+2. 执行如下命令，如果没有提示`No module named 'mindspore'`等加载错误的信息，则说明安装成功。
+
+    ```bash
+    python
+    import mindspore
+    ```
+
+### 从源码编译安装
+
+1. 从代码仓下载源码。
+
+    ```bash
+    git clone https://gitee.com/mindspore/mindspore.git
+    ```
+
+2. 在源码根目录下执行如下命令编译MindSpore。
+
+    ```bash
+    call build.bat
+    ```
+    > - 在执行上述命令前，需保证mingw64\bin\路径和可执行文件cmake所在路径已加入环境变量PATH中。
+    > - build.sh中会执行git clone获取第三方依赖库的代码，请提前确保git的网络设置正确可用。
+    > - 如果编译机性能较好，可在执行中增加-j{线程数}来增加线程数量（默认为6）。如`call build.bat 12`。
+    > - 在执行上述命令前，需保证已安装[Visual C++ Redistributable for Visual Studio 2015](https://www.microsoft.com/zh-CN/download/details.aspx?id=48145)。
+
+3. 执行如下命令安装MindSpore。
+
+    ```bash
+    pip install build/package/mindspore-{version}-cp37-cp37m-win_{arch}.whl
+    ```
+
+4. 执行如下命令，如果没有提示`No module named 'mindspore'`等加载错误的信息，则说明安装成功。
+
+    ```bash
+    python
+    import mindspore
+    ```
diff --git a/tutorials/source_zh_cn/index.rst b/tutorials/source_zh_cn/index.rst
index b675f0c2ce46d18e5cd56505ab45c037e23f7a2e..a26d743c35d800046459c2e98a64e949b6cb70a4 100644
--- a/tutorials/source_zh_cn/index.rst
+++ b/tutorials/source_zh_cn/index.rst
@@ -36,4 +36,5 @@ MindSpore教程
    advanced_use/use_on_the_cloud
    advanced_use/on_device_inference
    advanced_use/model_security
+   advanced_use/mindspore_cpu_win_install
    advanced_use/community
\ No newline at end of file