Deploying and Managing Models in Microsoft Azure Flashcards
What is the top level resource for Azure Machine Learning?
Plan
Project
Workspace
Solution
Workspace
What are training runs you use to build your models?
Solutions
Sessions
Thoughts
Experiments
Experiments
What is the last step in an Azure Machine Learning cycle?
Repeat
Deploy
Monitor
Retrain
Repeat
What is the term for the change in model input data that leads to model performance degradation?
Function collapse
Data drift
Gradient merge
Model devolution
Data drift
What tool is used to track data drift?
Azure Functions
Azure Application Insights
Azure Container Instances
Azure Security Center
Azure Application Insights
Which tool can be used to integrate Azure Machine Learning with CI/CD?
Azure DevOps
Azure Container Instances
Azure App Service
Azure IoT Edge
Azure DevOps
What can trigger an Azure Machine Learning automated deployment?
Tensorflow Checkpoint
Git Checkin
Azure Function
Database Update
Git Checkin
What is the type of message used to monitor for data drift?
data_drift
model_data_collection
drift_detection
accuracy_monitor
model_data_collection
What is the statistical distance defined for one-dimensional numerical distribution?
energy_distance
wasserstein_distance
datadrift_contribution
datadrift_coefficient
wasserstein_distance / energy_distance
What is the statistical distance defined for one-dimensional numerical distribution?
datadrift_coefficient
datadrift_contribution
energy_distance
wasserstein_distance
wasserstein_distance / energy_distance
