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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.

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The Gap’s Data Science Director Has Tailored the Retailer’s Operations

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Those are just some of the insights that data scientist Vivek Anand extracts to inform decision makers at the Gap , a clothing company headquartered in San Francisco. As director of data science, Anandwho is based in Austin, Texasmanages a team that includes statisticians and operations research professionals.