Sequence Modeling - What is sequence modeling?

Machine learning models that take in and output data in sequential forms are called sequence models. Everything from text streams to audio and video files to time series data is considered sequential data. One common approach used in sequence models is Recurrent Neural Networks (RNNs). Applications of Sequence Models.