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# <font size=5>Microsoft AI Education Community</font>

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This community is an AI education and learning community created by the AI-Edu team of Microsoft Research Asia (MSRA). We provide a series of AI tutorials, case studies, tools, and other resources.
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We are currently translating the content of *A2-Neural Network Basic* under **A-Basic Course** module into English. More content will be added to the English version later. Stay tuned.


# A-Basic Course

This module is a collection of theoretical tutorials for artificial intelligence learning, including tutorials and code examples, helping learners understand the principles of neural networks and solve practical problems.

## Environment

### Operating System

Windows 10

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### Application Software
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1.[Git](https://git-scm.com/) client

2.[Python](https://www.python.org/downloads/) 3.6+ without conda

3.[VS Code](https://code.visualstudio.com/)

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*Note*: Please install "Markdown all in one" Extension after installed VS Code. Open VS Code, select "Extensions" in the left column or press the shortcut key Ctrl+Shift+X, and search for the "Markdown all in one" plugin. Download and install it.
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## Courses

### [A-2 Neural Network Basic](../A-基础教程/A2-神经网络基本原理/en-us/)

- [Step1 - BasicKnowledge](../A-基础教程/A2-神经网络基本原理/en-us/Step1%20-%20BasicKnowledge)
- [Step2 - LinearRegression](../A-基础教程/A2-神经网络基本原理/en-us/Step2%20-%20LinearRegression)
- [Step3 - LinearClassification](../A-基础教程/A2-神经网络基本原理/en-us/Step3%20-%20LinearClassification)
- [Step4 - NonLinearRegression](../A-基础教程/A2-神经网络基本原理/en-us/Step4%20-%20NonLinearRegression)
- [Step5 - NonLinearClassification](../A-基础教程/A2-神经网络基本原理/en-us/Step5%20-%20NonLinearClassification)
- [Step6 - Model Inference](../A-基础教程/A2-神经网络基本原理/en-us/Step6%20-%20Model%20Inference)
- [Step7 - DNN](../A-基础教程/A2-神经网络基本原理/en-us/Step7%20-%20DNN)
- [Step8 - CNN](../A-基础教程/A2-神经网络基本原理/en-us/Step8%20-%20CNN)
- [Step9 - RNN](../A-基础教程/A2-神经网络基本原理/en-us/Step9%20-%20RNN)




## Feedback and contribution

1. Feedback
   
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    If you have any feedback for the courses, please create an issue and write your feedback in the GitHub [Issues](https://github.com/microsoft/ai-edu/issues) module. We will try our best to make the course better.
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2. Contribution

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    If you want to provide any valuable tutorial content to this module, please fork this repository to your own account, edit the content and submit a Pull Request. We will review and process it in time.
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    You are welcome to contribute valuable content to this module.