Recent advances in AI, such as foundation models, make it possible for smaller companies to build custom models to make predictions, reduce uncertainty, and gain business advantage. Time series ...

This study is an exploration of where we can expect added value for forecasting and nowcasting time series in official statistics by using deep learning techniques, as an alternative to classic time ...

Have you noticed that markets move at lightning speed? So businesses can't afford to rely on guesswork. Predictive analytics ...

Research in time series concerned with the development of statistical methodologies for modelling, estimation, interpretation and forecasting of ... investigating reinforcement learning and ...

Abstract: In the swiftly changing field of supply chain management, effective forecasting is crucial for optimizing ...

Case Studies, Tools, and Trends Shaping Market Predictions and Investments Artificial Intelligence (AI) has become a ...

Students will learn both the theory and the practice of forecasting in finance. The following topics will be covered: introduction to time series analysis ... Introduction to Machine Learning and ...

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Traditional machine learning methods suffer from the curse of dimensionality. Here, Ryan Samson, Jeffrey Berger, Luca Candelori, Vahagn Kirakosyan, Kharen Musaelian and Dario Villani introduce a novel ...