Databricks Databricks-Certified-Professional-Data-Scientist guide torrent - Databricks Certified Professional Data Scientist Exam

Updated: Aug 08, 2026

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

Topic	Details
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	Applied statistics concepts bias-variance tradeoff
Topic 4	A complete understanding of the basics of machine learning model management Linear, logistic, and regularized regression
Topic 5	Specific algorithms like ALS for recommendation and isolation forests for outlier detection Logging and model organization with MLflow
Topic 6	A complete understanding of basic machine learning algorithms and techniques Unsupervised techniniques like K-means and PCA

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

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