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

"Databricks Certified Professional Data Scientist Exam", also known as Databricks-Certified-Professional-Data-Scientist exam, is a Databricks Certification. With the complete collection of questions and answers, UpdateDumps has assembled to take you through 140 Q&As to your Databricks-Certified-Professional-Data-Scientist Exam preparation. In the Databricks-Certified-Professional-Data-Scientist exam resources, you will cover every field and category in Databricks Certification Certification helping to ready you for your successful Databricks Certification.

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  • Updated on: Jul 16, 2026
  • No. of Questions: 140 Questions & Answers

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  • Updated on: Jul 16, 2026
  • No. of Questions: 140 Questions & Answers

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

TopicDetails
Topic 1
  • Applied statistics concepts
  • bias-variance tradeoff
Topic 2
  • A complete understanding of the basics of machine learning model management
  • Linear, logistic, and regularized regression
Topic 3
  • A intermediate understanding of the steps in the machine learning lifecycle
  • Model training, selection, and production
Topic 4
  • A complete understanding of the basics of machine learning
  • in-sample vs. out-of sample data
Topic 5
  • Tree-based models like decision trees, random forest and gradient boosted trees
  • Categories of machine learning
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

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