A tutorial on building end-to-end Deep Learning models in PyTorch

PyTorch is a very powerful framework for building deep learning. This framework is not as complex to learn as compared to other deep learning frameworks because of its straightforward way of model building. In this article, we will discuss how to build an end-to-end deep learning model that can be helpful for a novice machine learning practitioner. Through this tutorial, we will demonstrate how to define and use a convolutional neural network (CNN) in a very easy way by explaining each of the steps in detail. The major points to be covered in this article are listed below.