Best practice

This page links to best practice articles for Azure Databricks.

Cheat sheets

Cheat sheets summarize key practices for your Azure Databricks account and workflows, with impact ratings and helpful resources. Available cheat sheets include the following:

• Platform administration cheat sheet
• BI serving cheat sheet
• Compute creation cheat sheet
• Production job scheduling cheat sheet
• Power BI cheat sheet

Best practice pages

The following pages cover best practices for specific Azure Databricks features.

• Delta Lake best practices

• Lakehouse principles and best practices

• Unity Catalog best practices

• Hyperparameter tuning with Optuna

• Deep learning in Databricks

• Recommendations for MLOps

• Cluster configuration best practices

• Serverless best practices

• Instance pool configuration best practices

• Notebooks best practices

• CI/CD workflows best practices