Could you explain the concept of LSTM and its significance in the field of machine learning? Also, have you implemented LSTM in any of your projects?

Interview question asked to Machine Learning Engineers interviewing at Cloudera, Avito, Curve and others: Could you explain the concept of LSTM and its significance in the field of machine learning? Also, have you implemented LSTM in any of your projects?.