Heart-Failure-Prediction-using-AzureML

In this project, we use a dataset external to Azure ML ecosystem to train and deploy models using AutoML and HyperDrive services.

Optimizing-a-ML-Pipeline-in-AzureML

Building and optimizing Azure ML pipeline using Python SDK and a Scikit-learn model.

Operationalizing-Machine-Learning-using-AzureML

In this project, we create an AutoML experiment, deploy the best model and evaluate its endpoint by consuming it. We also explore the stability and performance of the endpoint by enabling the logs and benchmarking the endpoint.