Predict future demand patterns for operational resources or services based on historical data and external factors.
Task: generate a summary of a video. Input: [video title], [video transcript], [length of summary: e.g., 100 words, 200 words] Instruction: summarize the video transcript, focusing on the main topics and key takeaways. The summary should be concise and informative, providing a clear overview of the video's content. Adhere to the specified length constraint.
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Predicts the potential performance of planned content and estimates the resources (time, budget, personnel) required, based on historical data and project scope.
Create a strategic outline for time series forecasting, including data preprocessing, model selection (ARIMA, Prophet, LSTM), validation, and interpretation.
Generate a dynamic capacity plan to effectively manage fluctuating demand, considering seasonal peaks and troughs.