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What exactly is LSTM and why is it considered important in the realm of artificial intelligence? Have you used LSTM in your projects before?

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Interview question asked to Machine Learning Engineers interviewing at Mapbox, Centrica, Datadog and others: What exactly is LSTM and why is it considered important in the realm of artificial intelligence? Have you used LSTM in your projects before?.