Developed and implemented a Machine learning model that can accurately predict the alarm type of an unknown alarm from an optical line terminal.-Acquired Data from sources and pre-processed accordingly to convert data intouseable format-Introduced Randomness to ensure there is no bias during data selection amongMachine Learning Models-Applied various classifier algorithms and check accuracy score of the same.-Algorithms used are Random Forest, Linear Regression and Support VectorMachine classifiers.