Program Outline
Data Warehousing with Databricks
This program focuses on delivering warehouse-style analytics on Databricks. Teams learn how to design serving layers, model data for reporting and BI use cases, improve SQL and warehouse performance, and support governed analytics delivery through Databricks SQL and AI/BI capabilities.
Certification
Databricks data warehousing learning plan
Delivery
Virtual, On-site, or Hybrid
Duration
2 days
Product
Databricks SQL
Role
Analytics Engineer, Data Analyst
Databricks
Data WarehousingServing layers, dimensional models, AI/BI
Databricks SQL
Best Fit
Audience Profile
Who This Program Is For
Built for teams that need warehouse-style analytics delivery on Databricks without falling back to legacy platform assumptions.
Overview
Program Summary
Databricks warehousing program focused on SQL warehouse usage, serving-layer design, performance, dimensional modeling, and AI/BI delivery patterns.
Course Outline
Complete Module Sequence
Review the full module sequence for this program, including the primary topic coverage in each module where available.
1Module 1
Start with Databricks SQL warehouse fundamentals
+
Module 1
Start with Databricks SQL warehouse fundamentals
Understand the SQL, compute, and access model needed for warehouse-style analytics delivery on Databricks.
- Databricks SQL and warehouse foundations
2Module 2
Design serving and dimensional layers
+
Module 2
Design serving and dimensional layers
Create analytics-friendly structures and warehouse-serving patterns that support reporting and business consumption.
- Serving-layer and dimensional modeling patterns
3Module 3
Improve warehouse performance and governance
+
Module 3
Improve warehouse performance and governance
Balance performance, cost, and access-control decisions for repeatable SQL warehouse operations.
- Performance, governance, and workload design
4Module 4
Deliver business-ready AI/BI experiences
+
Module 4
Deliver business-ready AI/BI experiences
Support downstream dashboard and analytics experiences with stronger BI-oriented Databricks delivery patterns.
- AI/BI and dashboard delivery patterns
Coverage Areas
Topic Coverage
Coverage Item 1
Databricks SQL and warehouse foundations
Coverage Item 2
Serving-layer and dimensional modeling patterns
Coverage Item 3
Performance, governance, and workload design
Coverage Item 4
AI/BI and dashboard delivery patterns
Customization
Adapt This Program for Your Team
We can adapt this program around your team structure, platform priorities, delivery goals, and the scenarios your people need to work through in practice.
- •Map the workshop to your reporting and semantic-model requirements
- •Add dashboard modernization and BI migration patterns
- •Extend into governance, cost control, and workload-isolation decisions for Databricks SQL
