Predicting new and existing product sales in semiconductors using Amazon Forecast
AWS Machine Learning Blog
APRIL 6, 2023
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. Evaluation metrics We first verified the model performance using backtesting to validate the prediction of our forecast model for long term sales forecast (2026 sales).
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