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- Introduction to decision tree
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Classroom Contents
Decision Tree Algorithm Tutorial - Machine Learning and Example
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- 1 - Introduction to decision tree
- 2 - What is decision tree learning and its types
- 3 - Classification tree learning and important terms
- 4 - Difference between tree model and logistic regression model
- 5 - Decision Tree Case Study: Gold loan attrition problem
- 6 - Career Fields in Analytics
- 7 - Gini index, entropy,
- 8 - Decision tree algorithms
- 9 - Advantages and disadvantages of decision tree
- 10 - Decision tree example
- 11 - Summary
