LSTM stands for Long Short-Term Memory. It is a type of artificial neural network used in the field of Artificial Intelligence (AI) for analyzing and making predictions based on large amounts of data, and they are often used in a variety of AI applications, including natural language processing, speech recognition, and machine translation. For example, an LSTM might be used to analyze a large dataset of customer reviews and make predictions about which products will be most popular in the future.
One of the key features of LSTMs is their ability to remember important information over a long period of time. This is important because it allows the AI to make better predictions based on patterns that it has observed over a longer period of time.
