Description
Exam Name: Databricks Certified Professional Data Scientist Exam
Exam Code: Databricks-Certified-Professional-Data-Scientist
Related Certification(s): Databricks Data Scientist Professional Certification
Certification Provider: Databricks
Number of Databricks-Certified-Professional-Data-Scientist practice questions in our database:
Expected Databricks-Certified-Professional-Data-Scientist Exam Topics, as suggested by Databricks :
- Module 1: A intermediate understanding of the steps in the machine learning lifecycle/ Model training, selection, and production A complete understanding of the basics of machine learning/ in-sample vs. out-of sample data
- Module 2: Applied statistics concepts/ bias-variance tradeoff
- Module 3: A complete understanding of basic machine learning algorithms and techniques/ Unsupervised techniniques like K-means and PCA
- Module 4: A complete understanding of the basics of machine learning model management/ Linear, logistic, and regularized regression
- Module 5: Tree-based models like decision trees, random forest and gradient boosted trees/ Categories of machine learning
- Module 6: Specific algorithms like ALS for recommendation and isolation forests for outlier detection/ Logging and model organization with MLflow
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