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Amazon Forecast generates predictions for products with no historical data that is more accurate than before

With Amazon Forecast you can now generate forecasts that are more accurate than before for new products with no history. Forecast is a fully managed service that uses machine learning (ML) algorithms to deliver highly accurate time series forecasts for inventory planning, supply-chain management, and workforce planning – without requiring any machine learning experience. 

Source:: Amazon AWS