# Neural Networks with PyTorch

- Author: Ibrahim Alabi (Computing Ph.D., Boise State University)
- Duration: 1 Hour

Welcome to the **Introduction to Neural Networks with PyTorch** tutorial! In this session, we'll explore the basics of neural networks and how to implement them using PyTorch, a popular deep learning framework. The goal is to help you get acquainted with the fundamental concepts of neural networks and give you some **hands-on** experience with PyTorch. Whether you're new to neural networks or looking to refresh your knowledge, this tutorial is designed to guide you through the key ideas at a comfortable pace.

```{note} ## Learning Goals

By the end of this workshop, you will be able to:
- Understand the basic concepts behind neural networks.
- Get familiar with the PyTorch framework.
- Build and train a simple neural network using PyTorch.
- Apply neural network concepts to predict snow density using SNOTEL data.
```

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