SAKEC is an Autonomous Institute Affiliated to University of Mumbai

Explainable AI/ML Model Interpretability

Department of Artificial Intelligence and Data Science in association with NDLI conducted a very beneficial session about Explainable AI/ML Model Interpretability on 5th March 2022 by speaker Mr.Devesh Surve.
Event Coordinator: Faculty-Ms. Tina Maru
The event started with a little overview about NDLI by our college’s Librarian Ms.Gowri Prasad who gave us an insight about various resources made available by NDLI along with certificates for the sessions attended by the students.

The event was very insightful and informative for the students as Mr. Devesh Surve explained the topic with interesting stories and real-time examples. He started by the introduction of explainable AI which cleared the conceptual part for the attendees. This was followed by in depth information about ML,its evolution and deep learning given by the speaker. Along with this he also gave us an insight on meta-learning.

Later he explained the drawbacks of explainable AI ,the security issues and the improvements that can be made in this field. After this, he explained the difference between explanation and interpretation which was then followed by a detailed discussion on implementation of the model.
At last the event was wrapped up by discussing further in depth on basics and usage of the models. How they bridge the gap between application and usage. The discussion ended on the note that how models aren’t perfect but are still used widely and how they are improving in days to come. Overall the event was very informative and educational and ended on a positive note leaving the students curious and intrigued.

Accredited with 'A' Grade (2021) by NAAC for 5 years
Ranked in band 251-300 (2020) by NIRF
UG Programs for Computer, IT & EXTC Accredited by NBA
UG Programs for Computer & IT granted 'permanent affiliation' by University of Mumbai

 

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