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Exam Outline

Databricks Certified Machine Learning Professional

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Exam Subjects
1
Topics
61
Scoped Questions
1,410
Domain Weight Gap
0%
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  • Databricks Certified Machine Learning Professional 61 topics
    • Model Development 44% 4 subtopics
      • Using Spark ML 7 subtopics
      • Scaling and Tuning 7 subtopics
      • Advanced MLflow Usage 3 subtopics
      • Advanced Feature Store Concepts 5 subtopics
    • MLOps 44% 5 subtopics
      • Model Lifecycle Management 2 subtopics
      • Validation Testing 4 subtopics
      • Environment Architectures 2 subtopics
      • Automated Retraining 2 subtopics
      • Drift Detection and Lakehouse Monitoring 10 subtopics
    • Model Deployment 12% 2 subtopics
      • Deployment Strategies 2 subtopics
      • Custom Model Serving 3 subtopics
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61 mapped topics in scope
1,410 questions in this outline

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