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Updated: Aug 02, 2026

No. of Questions: 140 Questions & Answers with Testing Engine

Download Limit: Unlimited

Choosing Purchase: "Online Test Engine"
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Databricks Databricks-Certified-Professional-Data-Scientist Exam Syllabus Topics:

TopicDetails
Topic 1
  • Tree-based models like decision trees, random forest and gradient boosted trees
  • Categories of machine learning
Topic 2
  • A complete understanding of the basics of machine learning
  • in-sample vs. out-of sample data
Topic 3
  • A complete understanding of the basics of machine learning model management
  • Linear, logistic, and regularized regression
Topic 4
  • Specific algorithms like ALS for recommendation and isolation forests for outlier detection
  • Logging and model organization with MLflow

Reference: https://credentials.databricks.com/group/227970

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
Exam Format:Multiple choice, Scenario-based questions, Proctored online exam
Exam Price:$200 USD (may vary by region)
Certificate Validity Period:2 years
Passing Score:Not publicly disclosed
Real Exam Qty:Approximately 45-60 (may vary)
Exam Duration:120-150
Related Certifications:Databricks Certified Data Engineer Associate
Databricks Certified Machine Learning Associate
Databricks Certified Machine Learning Professional
Available Languages:English
Recommended Training:Databricks Academy Machine Learning Courses
Exam Registration:Databricks Certification Registration
Sample Questions:Databricks Databricks-Certified-Professional-Data-Scientist Sample Questions
Exam Way:Online proctored exam
Pre Condition:Recommended: strong knowledge of Python, SQL, machine learning fundamentals, and experience with Databricks Lakehouse platform
Official Syllabus URL:https://www.databricks.com/learn/certification

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