mechevarria / ml-azure-example

Linear Regression Machine Learning Example from Azure Storage

Linear Regression Example

Downloads a CSV from from Azure Blob storage and runs a linear regression example

Requirements

• Miniconda or Conda already installed

• Install required packages

conda install numpy pandas scikit-learn python-dotenv azure-storage-blob azure-identity

• Create a local file, .env and copy the value of your Azure connection string found in your storage account. Format is similar to below

AZURE_STORAGE_CONNECTION_STRING='DefaultEndpointsProtocol=https;AccountName=<strorage_name>;AccountKey=<key_value>;EndpointSuffix=core.windows.net'

• Run the regression example with python3 script.py