Documentation
DP-3011 (Implement a data lakehouse analytics solution with Azure Databricks):
- LA-01-Explore-Azure-Databricks
- LA-02-Explore-data
- LA-03-Transform-data
- LA-04-Explore-Delta-Lake
- LA-05-Build-data-pipeline
DP-3014 (Machine Learning with Azure Databricks):
- DS-03-Train-machine-learning-model
- DS-04-Use-MLflow
- DS-05-Use-AutoML
- DS-07-Machine-learning-in-production
- DS-08-Train-deep-learning-model
DP-3027 (Implement a data engineering solution with Azure Databricks):
- DE-01-Real-time-ingestion
- DE-02-End-to-end-streaming
- DE-03-Optimize-data-pipelines
- DE-04-Implement-CI-CD-pipeline
- DE-05-Automate-data-ingestion
- DE-06-Implement-data-privacy
- DE-07-Use-SQL-warehouse
- DE-08-Run-notebook-Data-Factory
DP-3028 (Implement Generative AI engineering with Azure Databricks):