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TopicDetails
Topic 1
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  • Unsupervised techniniques like K-means and PCA
Topic 2
  • Applied statistics concepts
  • bias-variance tradeoff
Topic 3
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  • A complete understanding of the basics of machine learning
  • in-sample vs. out-of sample data
Topic 5
  • Tree-based models like decision trees, random forest and gradient boosted trees
  • Categories of machine learning
Topic 6
  • A complete understanding of the basics of machine learning model management
  • Linear, logistic, and regularized regression

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

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