In this session, we will investigate a special branch of Machine Learning called deep learning by tackling a simple computer vision problem: distinguishing between hand gestures. We will build upon some machine learning concepts introduced earlier by focusing on a popular deep learning framework called PyTorch. We will first look at handling image data and then move on to model building and optimization. Finally, we will spend some time using a model in code.