Ever wondered what breed that dog or cat is? Let’s build a pet detector service to recognize them in pictures! In this talk, we will walk through the training, optimizing, and deploying of a deep learning model by using VS Code and the Azure Machine Learning service. We will use transfer learning to recognize dog and cat breeds. Next, we’ll optimize the model using Azure Machine Learning service to improve the model accuracy. Putting on our developer hat, we'll then refactor the notebooks into Python modules using VS Code. Finally, we will deploy the model as a web service in Azure, all from the comforts of VS Code. Come to see how Azure and VS Code makes AI and machine learning development and deployment easy.