In NLP, such sequences of words are often referred to as “ sequences” or “ sequences of tokens“. This is a a sequence of words that convey meaning in a particular order. Let’s take a sentence – Climate change refers to long-term shifts in temperatures and weather patterns. Let’s see an example of sequence data from natural language processing and how are neural networks such as RNN (recurrent neural network) trained with it. How is Sequence Data processed in the Neural Network? The CNN can be used to extract the features from each frame (image) and passed to the sequence models for modeling purpose.
Types of sequences movie#
The time series data is a sequence data which can be defined as a sequence of observations where each observation is dependent on the previous one. The example of sequence data includes time-series data, data related to natural language processing, etc. Sequence data are the data points which are ordered in the meaningful manner such that earlier data points or observations provide the information about later data points or observations and vice versa. How is Sequence Data processed in the Neural Network?.
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