Azure Machine Learning Workshop
Anyone who wants a comprehensive understanding of Azure ML.
- Understand the product E2E
- Get confident with the basis of the Azure ML Python SDK
- Set up your workspace and compute
- Register a dataset
- Run AutoML from the UI
- Azure ML Designer
- Compute Instance - Clone Git Repo
Azure ML Training & HyperDrive
- Training of a classification model and interactive logging on Azure ML
- Remote training via Azure ML Cluster
Azure ML Interpretability
- Setup
- Explain binary classification model predictions locally
- AutoML on Local Compute
- AutoML on Remote Compute
Deploy the Model on an Azure Web Services
- Deploying a web service to Azure Container Instance (ACI) or Azure Kubernetes Services (AKS)