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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	Applied statistics concepts bias-variance tradeoff
Topic 3	A complete understanding of the basics of machine learning in-sample vs. out-of sample data
Topic 4	A intermediate understanding of the steps in the machine learning lifecycle Model training, selection, and production

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

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