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Databricks Certified Machine Learning Professional : Databricks-Machine-Learning-Professional Exam

Databricks-Machine-Learning-Professional Exam Questions
  • Exam Code: Databricks-Machine-Learning-Professional
  • Exam Name: Databricks Certified Machine Learning Professional
  • Updated: Sep 14, 2026
  • Q & A: 193 Questions and Answers
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Databricks Databricks-Machine-Learning-Professional Exam Syllabus Topics:

TopicDetails
Topic 1
  • Identify which code block will trigger a shown webhook
  • Describe the basic purpose and user interactions with Model Registry
Topic 2
  • Identify the requirements for tracking nested runs
  • Describe an MLflow flavor and the benefits of using MLflow flavors
Topic 3
  • Create, overwrite, merge, and read Feature Store tables in machine learning workflows
  • View Delta table history and load a previous version of a Delta table
Topic 4
  • Identify less performant data storage as a solution for other use cases
  • Describe why complex business logic must be handled in streaming deployments
Topic 5
  • Describe model serving deploys and endpoint for every stage
  • Identify scenarios in which feature drift and
  • or label drift are likely to occur
Topic 6
  • Identify JIT feature values as a need for real-time deployment
  • Describe how to list all webhooks and how to delete a webhook

Reference: https://www.databricks.com/learn/certification/machine-learning-professional

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