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Databricks-Certified-Professional-Data-Scientist
  • Exam Code: Databricks-Certified-Professional-Data-Scientist
  • Exam Name: Databricks Certified Professional Data Scientist Exam
  • Updated: May 14, 2025
  • Q & A: 140 Questions and Answers
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Databricks Databricks-Certified-Professional-Data-Scientist Exam Syllabus Topics:

TopicDetails
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
  • A complete understanding of basic machine learning algorithms and techniques
  • Unsupervised techniniques like K-means and PCA
Topic 4
  • A complete understanding of the basics of machine learning model management
  • Linear, logistic, and regularized regression
Topic 5
  • Applied statistics concepts
  • bias-variance tradeoff

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

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