L&t Technology Services Limited

Vidya Suresh

Amit Kumar

Madhusudan Singh

Mridul Balaraman

Kartik Nivritti Kadam

Bhupinder Singh

Mrinal Gupta

A method and a device for creating and training machine learning models is disclosed. In an embodiment, a method for training a machine learning model for identifying entities from data includes creating a first plurality of clusters from a first plurality of data samples in a first dataset and a second plurality of clusters from a second plurality of data samples in a second dataset. The method further includes determining a rank for each of the first plurality of clusters and a rank for each of the second plurality of clusters. The method includes retraining the machine learning model using at least one of the first plurality of clusters weighted based on the rank determined for each of the first plurality of clusters and at least one of the second plurality of clusters weighted based on the rank determined for each of the second plurality of clusters.

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Bengaluru, India

Vidya Suresh