Deep Learning - Recurrent Neural Networks with TensorFlow - Other Ways to Forecast

Deep Learning - Recurrent Neural Networks with TensorFlow - Other Ways to Forecast

Assessment

Interactive Video

Computers

11th - 12th Grade

Hard

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The video discusses different forecasting methods, highlighting the challenges of multi-step forecasts and the importance of context in choosing between one-step and multi-step predictions. It emphasizes benchmarking against baseline models, like naive forecasts, especially in random walk scenarios. The use of neural networks for multi-step forecasts is also explored, with a focus on setting appropriate outputs. The video concludes with a summary of key points and best practices in forecasting.

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What new insight or understanding did you gain from this video?

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