This repository links to my website but acts as a catch for people searching GitHub for code examples and help with respect to Azure.
- Azure Synapse In this demo, we walk through the necessary procedures to:
- Create an Azure Synapse environment
- Write SQL tables to Parquet and dump them into our Data Lake
- Run automated pipeline computations on our Data Lake files with AzureML
- Connect our Data Lake with Azure Data Bricks for Big Data analytics
- Setup Azure DevOps for Synapse version control
- Azure Static Web App In this demo, we walk through the necessary procedures to:
- Build a static web app
- Secure it to a limited audience
- Setup GitHub actions that build our posts automatically for us.
- Azure Machine Learning In this demo, we walk through the necessary procedures to:
- Instantiate a work and compute space
- Loads a tabular data set for prediction
- Run a single experiment
- Scale a hyperparameter search using multiple VMs with
HyperDrive - Deploy a model for inference to the web
- Show how to send new input data and retrieve predictions
- Azure Logic Apps In this demo, we walk through the necessary procedures to:
- Watch our Data Lake for the arrival of a new file
- Send that newly generated file to OneDrive for sharing