Which MLflow Client API method is used to create a new registered model in the Unity Catalog registry?

MlflowClient().create_registered_model()

MlflowClient().create_model_version()

MlflowClient().update_registered_model()

A financial services company currently uses the workspace model registry. They are planning to migrate to the Unity Catalog registry to meet stricter internal audit requirements. Which benefit is the primary driver for this migration?

Unity Catalog provides centralized access control and lineage tracking across all models, tables, and other data assets, which the workspace registry lacks.

Unity Catalog automatically retrains models when new data arrives, eliminating the need for manual retraining pipelines.

Unity Catalog allows models to be deployed directly to production without any additional configuration.

Unity Catalog stores the actual model binaries in a proprietary format that is faster to load than the workspace registry.

Which of the following is a benefit of the Unity Catalog registry over the workspace registry?

Models are stored in a local file system

Models do not require versioning

Models are accessible across multiple workspaces in the same metastore

Models are automatically deployed to production

DatabricksCertified Machine Learning Associate

Domain 1Objective 1

MLflow and Model Lifecycle Management MACHINE-LEARNING-ASSOCIATE Practice Questions (Page 1)

Part of the Section 1: Databricks Machine Learning domain, which makes up ~19% of our current practice bank. Databricks does not publish an official question count, but from its 90-minute exam (~35–60 total, ~7–11 in this domain), expect 2–3 from this objective — we provide 19 practice questions to prepare you well beyond it. (estimate)

19questions here

4free pages

8concepts

Questions 1–5

1foundation · easy
Which MLflow Client API method is used to create a new registered model in the Unity Catalog registry?
Select an answer first
2application · medium
A financial services company currently uses the workspace model registry. They are planning to migrate to the Unity Catalog registry to meet stricter internal audit requirements. Which benefit is the primary driver for this migration?
Select an answer first
3foundation · easy
Which of the following is a benefit of the Unity Catalog registry over the workspace registry?
Select an answer first
4foundation · easy
Within an active MLflow run, which method is used to log a single scalar value such as the F1 score of a model?
Select an answer first
5foundation · easy
In the MLflow UI, when viewing a specific run, which of the following is NOT directly visible on the run's detail page?
Select an answer first

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MLflow and Model Lifecycle Management MACHINE-LEARNING-ASSOCIATE Practice Questions (Page 1)

Questions 1–5

Which MLflow Client API method is used to create a new registered model in the Unity Catalog registry?

A financial services company currently uses the workspace model registry. They are planning to migrate to the Unity Catalog registry to meet stricter internal audit requirements. Which benefit is the primary driver for this migration?

Which of the following is a benefit of the Unity Catalog registry over the workspace registry?

Within an active MLflow run, which method is used to log a single scalar value such as the F1 score of a model?

In the MLflow UI, when viewing a specific run, which of the following is NOT directly visible on the run's detail page?

Keep studying — Section 1: Databricks Machine Learning