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- Introduction to decision tree.
- What is decision tree learning and its types.
- Classification tree learning and important terms.
- Difference between tree model and logistic regression model.
- Decision Tree Case Study: Gold loan attrition problem.
- Career Fields in Analytics.
- Gini index, entropy,.
- Decision tree algorithms.
- Advantages and disadvantages of decision tree.
- Decision tree example.
- Summary.
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