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Updated: Jul 31, 2026

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

Download Limit: Unlimited

Choosing Purchase: "Online Test Engine"
Price: $69.00 

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

TopicDetails
Topic 1
  • A complete understanding of the basics of machine learning model management
  • Linear, logistic, and regularized regression
Topic 2
  • A complete understanding of basic machine learning algorithms and techniques
  • Unsupervised techniniques like K-means and PCA
Topic 3
  • A complete understanding of the basics of machine learning
  • in-sample vs. out-of sample data
Topic 4
  • Applied statistics concepts
  • bias-variance tradeoff
Topic 5
  • A intermediate understanding of the steps in the machine learning lifecycle
  • Model training, selection, and production
Topic 6
  • 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
Real Exam Qty:59-60
Exam Format:Multiple-choice, Multiple-select, Scenario-based questions
Exam Duration:120 minutes
Exam Price:USD $200 (plus applicable taxes)
Related Certifications:Databricks Certified Machine Learning Professional
Databricks Certified Data Engineer Professional
Certificate Validity Period:2 years
Available Languages:English
Passing Score:70%
Recommended Training:Databricks Academy & Free Training
Databricks Documentation
Exam Registration:Kryterion Scheduling Portal
Official Exam Page & Registration
Sample Questions:Databricks Databricks-Certified-Professional-Data-Scientist Sample Questions
Exam Way:Online proctored via Kryterion or authorized test center
Pre Condition:Recommended: Proficiency in Python/Scala, Apache Spark, Databricks Lakehouse Platform, and practical data science experience; no mandatory prerequisites
Official Syllabus URL:https://academy.databricks.com/exam/databricks-certified-professional-data-scientist

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