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

Exam Code: Databricks-Certified-Professional-Data-Scientist
Exam Name: Databricks Certified Professional Data Scientist Exam
Updated: Jul 27, 2026
Q & A: 140 Questions and Answers

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

Topic	Details
Topic 1	A complete understanding of basic machine learning algorithms and techniques Unsupervised techniniques like K-means and PCA
Topic 2	A intermediate understanding of the steps in the machine learning lifecycle Model training, selection, and production
Topic 3	Specific algorithms like ALS for recommendation and isolation forests for outlier detection Logging and model organization with MLflow
Topic 4	Tree-based models like decision trees, random forest and gradient boosted trees Categories of machine learning
Topic 5	Applied statistics concepts bias-variance tradeoff

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

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