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1. Introduction
2. Data Pre-Processing and Modeling Factors
3. Common Demand Prediction Methods
4. Tree-Based Methods
5. Clustering Techniques
6. Evaluation and Visualization
7. More Advanced Methods
8. Conclusion and Advanced Topics.

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