The PG Department of Commerce, GEMS Arts, and Science College Ramapuram, in association with IQAC, organized a one-day seminar on “Research methodology & hands-on training on SPSS” on 1st December 2022. The program started at 10:00 a.m. with a silent prayer in the presence of program coordinators Rinsha and Nasrin. Mr. Sivakumar - HOD formally welcomed all dignitaries on the dais -program trainer Mr. Mohammed Nabeel K, Vice Principals Prof. Mohammed Ashraf M, Mr. Mohamed Navas K, and all the students. Opening remarks and an introduction to the program were given by Prof. Mohammed Ashraf . Programme trainer Mohammed Nabeel K (PhD Research Scholar, School of Commerce, Bharathiar University) delivered a lecture on SPSS. SPSS is a comprehensive and flexible statistical analysis and data management solution. It can take data from almost any file and use it to generate tabulated reports, charts, and plots of distributions and trends, descriptive statistics, and conduct complex statistical analyses. He well explained SPSS in a very understandable manner. Twenty-five students of M Com participated in the program.