Slide 1: Product Demand Forecasting in Marketplaces. Slide 2: The Importance of Demand Forecasting. Slide 3: Key Data Inputs for Forecasting. Slide 4: Statistical Forecasting Methods. Slide 5: Machine Learning for Demand Forecasting. Slide 6: Challenges in Marketplace Forecasting. Slide 7: Best Practices for Effective Forecasting. Slide 8: Tools and Technologies. Slide 9: Case Study: Marketplace Inventory Optimization. Slide 10: Conclusion & Q&A