In the past few years, cloud computing services have enabled individuals as well as enterprises to develop and deploy solutions on different cloud providers. Google Cloud Platform (GCP) is a relatively newer suite of cloud computing services offered by Google that supports multiple services such as computing, storage, big data, analytics, and application development. It also supports GPU instances and beats the prices offered by other cloud service providers. Google's robust, scalable, and innovative infrastructure and its streamlined solutions across various capacities allow users to easily build applications on this platform in a secure way. In this recipe, we will learn how to train a deep learning model on GCP.