PyTorch Neural Networks: Running on CPUs and GPUs

In this session we will present a simple introduction to neural networks and work through a classification problem using the PyTorch framework in Python using both CPUs and GPUs. PyTorch is a deep learning framework developed by Meta and offers a fast and flexible set of tools to develop and deploy deep learning neural network models on both CPUs and GPUs. The example will be presented in an interactive Jupyter Notebook and the trainees will have the opportunity to become familiar with the work-flow and implementation of a Data Science project using state-of-the-art deep learning libraries.