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Predicting new and existing product sales in semiconductors using Amazon Forecast

AWS Machine Learning Blog

Both the missing sales data and the limited length of historical sales data pose significant challenges in terms of model accuracy for long-term sales prediction into 2026. However, the maximum length of historical sales data (maximum length of 140 months) still posed significant challenges in terms of model accuracy.