Azure CloudIntermediate
DP-750 Azure Databricks Data Engineer Associate
5 (190 reviews) 241 students 4 Weeks Intermediate
Instructor
Category
Azure Cloud
Rating
5 (190)
Students
241
Language
English
Duration
4 Weeks
What you'll cover
1Azure Databricks Fundamentals+
- Configure Databricks workspaces and clusters
- Navigate the Databricks Lakehouse platform
- Manage notebooks, jobs, and repos
- Configure cluster policies and pools
2Data Ingestion and ETL+
- Build ETL pipelines with Delta Live Tables
- Ingest data with Auto Loader
- Transform data using PySpark and Spark SQL
- Implement data quality checks and expectations
3Delta Lake and Lakehouse Architecture+
- Implement Delta Lake tables and transaction logs
- Manage schema evolution and enforcement
- Use time travel for data versioning
- Optimize Delta tables with OPTIMIZE and Z-ORDER
4Orchestration and Automation+
- Schedule and orchestrate jobs with Workflows
- Implement CI/CD for Databricks with Repos and DABs
- Monitor pipeline execution and job runs
- Implement retry and alerting logic
5Security and Governance+
- Implement Unity Catalog for centralized governance
- Configure access control and data lineage
- Manage secrets with Databricks secret scopes
- Implement audit logging and compliance