Demand Prediction in Retail

Demand Prediction in Retail

A Practical Guide to Leverage Data and Predictive Analytics

Pentecoste, Arthur; Cohen, Maxime C.; Gras, Paul-Emile; Zhang, Renyu

Springer Nature Switzerland AG

12/2021

155

Dura

Inglês

9783030858544

15 a 20 dias

436

Descrição não disponível.
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.
demand prediction;supply chain analytics;data-driven forecasting;predictive analytics;data science and operations;data-driven decision tools;business analytics;predictive modelling