# Tutorial: Python Numpy

## Tutorial: MLP XOR with Python

## Exercise: MLP XOR problem

[Design an MLP for XOR problem using numpy(Student Exercise)](https://github.com/ykkimhgu/DLIP-src/blob/main/Tutorial_XOR_MLP_numpy_2021_Student.ipynb)

* [SOLUTION - Numpy MLP XOR problem](https://github.com/ykkimhgu/DLIP-src/blob/main/Tutorial_XOR_MLP_numpy_2021.ipynb)

## Review on Python and Numpy

Skip this if you already know about Python programming

Recommended tutorial lists for Python and Numpy

{% embed url="<https://ykkim.gitbook.io/dlip/programming/python#tutorial>" %}

## Installation

Read here to install Python and Numpy in Visual Studio Code

{% embed url="<https://ykkim.gitbook.io/dlip/image-processing/tutorial/tutorial-installation-for-py-opencv>" %}