Topics To Learn In Decision Tree.
Table Of Contents:
- Basic Understanding of Decision Trees.
- Splitting Criteria.
- Building a Decision Tree.
- Overfitting and Underfitting.
- Hyperparameters of Decision Trees.
- Handling Categorical Data.
- Evaluation Metrics for Decision Trees.
- Practical Implementation.
- Real-world Use Cases.
- Advancement In Decision Tree.
(1) Basic Understanding of Decision Trees.
(2) Splitting Criteria
(3) Building a Decision Tree
(4) Overfitting and Underfitting
(5) Hyperparameters of Decision Trees.
(6) Handling Categorical Data.
(7) Evaluation Metrics for Decision Trees
(8) Practical Implementation
(9) Real-world Use Cases
(10) Advanced Topics
