Demand Forecasting with Machine Learning
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Oct 25, 2023
Demand Forecasting with Machine Learning A prompt for building a demand forecasting ML model, from data prep to deployment. Suitable for data scientists or analysts.
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Create a machine learning model to forecast product demand based on historical sales data, seasonality, promotions, and external factors like economic indicators. Outline the feature engineering, model selection, and validation approach. Provide a deployment plan for real-time predictions and a method for retraining to adapt to changing trends.
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