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: Sep,04 2026
  • Certification Level: Professional

Databricks Certified Professional Data Scientist Exam Questions

View Databricks-Certified-Professional-Data-Scientist actual exam questions, answers and explanations for free.

users 94% student found the test questions almost same

All the information you need to pass Databricks Certified Professional Data Scientist Databricks-Certified-Professional-Data-Scientist exam and free practice exam verified by EduDump exam experts.

Said the test questions were almost same
Passed the exams with the material
Found the study quides effective and helpful
(42 Up Votes)

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, Scenario-Based Questions, Multiple Select, Online Proctored Exam
Passing Score:70%
Available Languages:English
Related Certifications:Databricks Certified Machine Learning Professional
Databricks Certified Machine Learning Associate
Databricks Certified Associate Data Scientist
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


0
0
0
10