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Spiralogics Organized ‘AI Workshop: Art of using Naive Bayes for Binary Classification and Spam Detection’

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Kathmandu, December 21, 2018: Spiralogics organized its second AI workshop, ‘AI Workshop: Art of using Naive Bayes for Binary Classification and Spam Detection’ on 15th December 2018 at Softwarica College of IT and E-commerce, Dillibazaar. The workshop was done in collaboration with Nepal.AI community and had over 50 participants that included IT students and AI enthusiasts. It was facilitated by Mr. Ayush Subedi, former CTO of Tootle, Co-founder of Moonlit Solutions.

Mr. Ayush started the session by revising the concepts of probabilities and explained how these concepts are needed in the real world, from the medical field to diagnose type I and type II error and how the same concepts can be used for spam detection techniques. A dataset containing Spam and Ham messages were taken through the supervised machine learning process from the beginning to end: from preprocessing the data to building the model, learning from the training set and applying the model to the testing set and finally to calculating the efficiency of the model using accuracy, precision, and recall. The program concluded with the Networking Session where participants interacted with each other and the speaker.