Data Science and Machine Learning (Theory and Projects) A to Z - RNN Architecture: Infinite Memory Architecture Exercise

Data Science and Machine Learning (Theory and Projects) A to Z - RNN Architecture: Infinite Memory Architecture Exercise

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Hard

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The video tutorial explains how a simple recurrent neural network (RNN) can compute the running average of real numbers in a data stream. It discusses the flexibility in choosing weights, such as alpha and beta, which do not need to follow a specific formula. The RNN structure is designed to blend historical data with current data points, effectively computing an average. The tutorial emphasizes the adaptability of RNNs in processing sequential data.

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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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