Tutorials
Discover the power of Lakehouse. Install demos in your workspace to quickly access best practices for data ingestion, governance, security, data science and data warehousing.

Demos by use case
Access end-to-end demos for a range of use cases — from data ingestion to dashboards to machine learning models.
One-line installation
With dbdemos, quickly set up the resources you need: data, notebooks, DLT pipelines, workflows, ML and SQL endpoints.
Product-focused demos
Learn about Databricks products. dbdemos covers it all — Delta Live Tables, streaming, deep learning, MLOps and more.

Tutorials quickstart
Install demos directly from your Databricks notebooks
Load the dbdemos package in a cell
%pip install dbdemos
List and install any demo
import dbdemos
dbdemos.list_demos()
dbdemos.install('lakehouse-retail-c360')
Explore all tutorials

Lakehouse for C360: Reducing Customer Churn
Centralize customer data and reduce churn: Ingestion (DLT), BI, Predictive Maintenance (ML), Governance (UC), Orchestration.

Lakehouse for IoT & Predictive Maintenance
Detect faulty wind turbine: Ingestion (DLT), BI, Predictive Maintenance (ML), Governance (UC), Orchestration.

Retail Banking - Fraud Detection
Build your Banking platform and detect Fraud in real-time. End 2 End demo, with Model Serving & realtime fraud inference A/B testing.

Lakehouse - Credit Decisioning
Build your banking data platform and identify credit worthy customers.

Lakehouse for HLS: Patient Readmission
Build your data platform and personalized health care to reduce readmission risk

DEMO CENTER
See the full range of Databricks demos
Video demos. Bite-size overviews. Interactive product tours.
dbdemos is distributed as a GitHub project
For more details, please open the GitHub README.md file and follow the documentation.
dbdemos is provided as is. See the License for more information. Databricks does not offer official support for dbdemos and the associated assets.
For any issue, please open an issue and the Demo team will have a look on a best-effort basis. See the Notice for more information.