Tackling the Cold Start Challenge in Demand Forecasting - PyCon DE Berlin 2024

paretos
429 views March 14, 2025

🚀 Tackling the Cold Start Challenge in Demand Forecasting | PyCon DE 2024 How do you forecast demand when there’s no historical data? 🤔 In this insightful talk at PyCon DE 2024, Daria Mokrytska & Alexander Meier from paretos dive into the cold start challenge in time series forecasting. They explore: ✅ How to extract meaningful metadata for better predictions ✅ Strategies to handle target data effectively ✅ Proven techniques to overcome data scarcity in forecasting models If you're working in retail, manufacturing, or supply chain and need accurate demand forecasting—even for new products—this session is for you! 🔗 Learn more about paretos: www.paretos.com

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