Department of Computer Science and Engineering organized a Virtual Webinar on Machine Learning with MATLAB on 11.06.2021 from 10.00 am. to 12:00 pm. for the benefits of students, research scholars and faculty from different colleges and universities. Around 280 participants registered and 110 participated in this webinar. The Convener for the programme was Dr. C. P. Maheswaran, Head of Computer Science and Engineering Department and the Programme Co-ordinators were Dr. J.E.Judith, Associate Professor and Dr.G.Venifa Mini, Assistant Professor from Department of Computer Science and Engineering, Noorul Islam Centre for Higher Education. Registration was done online using the link, https://forms.gle/dQB1WsQChbX8qBzp9. No registration fee was collected. The last date for registration was fixed to 10/06/2021. Meeting link was shared to all participants through their registered email id. Dr. C. P. Maheswaran inaugurated the training session and motivated the participants in learning current technologies which helps them in enhancing the research ideas. The Resource Person Mr.CH Ravindar Reddy, Application Engineer, DesignTech Systems Private Ltd., Hyderabad, highlighted the importance of MATLAB, with the introduction to MATLAB, importance of Machine learning, types of machine learning, Machine Learning Workflow, Demo: Train a model to predict Diabetes, Demo: Time series forecasting. Finally Dr. J.E.Judith, Co-ordinator of the webinar concluded the event by thanking the dignitaries, guests and participants. E-certificates were issued to all active participants. The webinar was a grand success with the active participation of Webinar Co-ordinators Dr. J.E.Judith and Dr.G.Venifa Mini, staff members of our department, students, research Scholars and faculty.