Databricks Databricks-Certified-Professional-Data-Scientist Exam Details & Actual Exam Questions

  • Exam Code/Number: Databricks-Certified-Professional-Data-Scientist
  • Exam Name/Title: Databricks Certified Professional Data Scientist Exam
  • Certification Provider: Databricks
  • Corresponding Certification: Databricks Certification
  • Exam Questions: 140
  • Updated On: Jul,21 2026
  • Certification Level: Professional

Databricks Certified Professional Data Scientist Exam Questions

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Databricks Databricks-Certified-Professional-Data-Scientist Exam Overview:

Certification Vendor:Databricks
Exam Name:Databricks Certified Professional Data Scientist Exam
Exam Number:Databricks-Certified-Professional-Data-Scientist
Real Exam Qty:60
Exam Format:Multiple Choice, Multiple Select, Scenario-Based Questions, Online Proctored Exam
Passing Score:70%
Available Languages:English
Related Certifications:Databricks Certified Associate Data Scientist
Databricks Certified Machine Learning Associate
Databricks Certified Machine Learning Professional
Exam Duration:120 minutes
Certificate Validity Period:2 years
Exam Price:USD 200
Sample Questions:Databricks Databricks-Certified-Professional-Data-Scientist Sample Questions
Exam Way:Online proctored exam delivered through Databricks certification platform.
Pre Condition:No mandatory prerequisite. Databricks recommends prior hands-on experience with machine learning workflows, MLflow, model deployment, and Databricks Lakehouse Platform.
Official Syllabus URL:https://www.databricks.com/learn/certification

Databricks Databricks-Certified-Professional-Data-Scientist Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Governance and MLOps15%- Governance
  • 1. Unity Catalog integration
  • 2. Data lineage
  • 3. Access control
- MLOps practices
  • 1. Operational best practices
  • 2. Model monitoring
  • 3. CI/CD for machine learning
Topic 2: Data Exploration and Preparation20%- Data preparation
  • 1. Feature engineering
  • 2. Data transformation
  • 3. Data cleansing
- Data profiling
  • 1. Exploratory data analysis
  • 2. Data quality assessment
  • 3. Feature identification
Topic 3: ML Lifecycle Management20%- MLflow
  • 1. Model registry
  • 2. Experiment management
  • 3. Model versioning
- Reproducibility
  • 1. Environment management
  • 2. Tracking runs
  • 3. Managing artifacts
Topic 4: Machine Learning Development30%- Model evaluation
  • 1. Performance metrics
  • 2. Model selection
  • 3. Experiment tracking
- Model training
  • 1. Cross-validation
  • 2. Hyperparameter tuning
  • 3. Supervised learning workflows
Topic 5: Model Deployment and Serving15%- Deployment strategies
  • 1. Real-time serving
  • 2. Model endpoints
  • 3. Batch inference
- Production operations
  • 1. Monitoring predictions
  • 2. Performance tracking
  • 3. Deployment validation


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