Course map / Artificial Intelligence
AIS-110 Data Science with Azure
Machine learning workflows, model training, and deployment on Azure ML. Prepares for DP-100.
- Level
- Intermediate
- Planned time
- 40 hours
- Area
- Classical ML
Exam this course prepares for
DP-100 Azure Data Scientist Associate Retired
Retired. Microsoft's page says the certification is retired.
Checked on the official exam page, October 8, 2026. Official page
You should be able to
- Train, evaluate, and deploy ML models using Azure ML
- Apply feature engineering and hyperparameter tuning
Modules
- Azure ML Workspace SetupLab · 90 min
- Data Preparation & Feature EngineeringLab · 180 min
- Model Training & EvaluationLab · 180 min
- Model Deployment & MonitoringLab · 120 min
- DP-100 Exam PreparationExercise · 180 min
Module times add to 12 h 30 min. The planned time above includes practice and review.