Azure Data Scientist Associate (DP-100)
DP-100 validates the skills to apply data science and machine learning on Azure: designing and preparing an ML solution, exploring data and training models with Azure Machine Learning, preparing models for deployment, and deploying and retraining them. This simulator uses scenario-based questions with a per-domain scored report.
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Start DP-100 examSkills measured
Design and Prepare a Machine Learning Solution
25%Workspaces, compute, data assets, datastores, and environments in Azure Machine Learning.
Explore Data and Train Models
35%Data exploration, AutoML, designer, notebooks, jobs, hyperparameter tuning, and MLflow tracking.
Prepare a Model for Deployment
20%Pipelines, components, responsible AI, model packaging, and registration.
Deploy and Retrain a Model
20%Managed online and batch endpoints, monitoring, drift, and retraining.