Collection of Machine Learning Examples for Azure Databricks
Easy to get started collection of Machine Learning Examples in Azure Databricks
ML101 Example Notebooks: HTML format, Github
Advanced Example Notebooks: HTML format, Github
To review example notebooks below in HTML format: https://joelcthomas.github.io/ml-azuredatabricks/
To reproduce in a notebook, see instructions below.
Adding soon:
Other:
Overview of MLflow and its features
To reproduce examples provided here, please import ml-azuredatabricks.dbc
file in git root directory to databricks workspace.
Instructions on how to import notebooks in databricks
Create a cluster - https://docs.microsoft.com/en-us/azure/databricks/clusters/create
GPU enabled Clusters - https://docs.microsoft.com/en-us/azure/databricks/clusters/gpu
Install a library/package - https://docs.microsoft.com/en-us/azure/databricks/libraries
Machine Learning Runtime - https://docs.microsoft.com/en-us/azure/databricks/runtime/mlruntime
To see list of already available package in each runtime - https://docs.microsoft.com/en-us/azure/databricks/release-notes/runtime/releases
For more information on using Azure Databricks
https://docs.microsoft.com/en-us/azure/azure-databricks/