This intermediate-level presentation covers latest Azure technology for deploying Python sci-kit models on Azure. The presentation is a demo using a Microsoft Data Science Virtual Machine (DSVM), Visual Studio Code, Azure Machine Learning Service, Azure Machine Learning Compute, Azure Storage Blobs, and Azure Container Registry to train a model from a Python 3 Anaconda environment. The presentation will include an architectural diagram and downloadable code from Github. YouTube recording at https://www.youtube.com/watch?v=HyzbxHBpAbg&feature=youtu.be