The incremental deep learning model for streaming data.

Hi everyone,

I am now working on the Deep Learning-based entity matching for the streaming data project. My job is to create an incremental deep learning model for the classification of entity pairs.

A stream of entity pairs is given to the model. With no prior knowledge of the incoming data, the model needs to train itself using the incoming streaming entity pairs (like online machine learning). My objective here is to determine how much time and how many data …

data deep learning deeplearning incremental learning streaming