Best practice articles
This article provides a reference of best practice articles you can use to optimize your Databricks activity.
The Databricks documentation includes a number of best practices articles to help you get the best performance at the lowest cost when using and administering Databricks.
Cheat sheets
Cheat sheets provide you with a high-level view of practices you should be implementing in your Databricks account and workflows. Each cheat sheet includes a table of best practices, their impact, and helpful resources. Available cheat sheets include the following:
- Platform administration cheat sheet
- Compute creation cheat sheet
- Production job scheduling cheat sheet
Best practice articles
The following articles provide you with best practice guidance for various Databricks features.
- Delta Lake best practices
- Lakehouse principles and best practices
- Unity Catalog best practices
- Hyperparameter tuning with Hyperopt
- Deep learning in Databricks
- Recommendations for MLOps
- Cluster configuration best practices
- Serverless best practices
- Instance pool configuration best practices
- Notebooks best practices
- AI/BI Genie space authoring best practices
- CI/CD workflows best practices