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In this 28-minute conference talk from DSC EUROPE 24, explore how Zalando, a leading pan-European fashion and lifestyle e-commerce platform, creates machine-based demand forecasts at market level. Learn what constitutes a "good" forecast through defined accuracy measurements and understand why stability is crucial in real-world applications where consistency can be as important as precision. Discover the technical infrastructure behind Zalando's forecasting system, which leverages AWS SageMaker, Databricks, and Airflow for scaled deployment. See how these forecasts drive practical decision-making in the e-commerce fashion industry. The presentation was delivered by Irena Bojarovska on November 20th at the Data Science Conference in Belgrade.
