A 2-day FDP workshop on “Multivariate Data Analysis using SPSS and AMOS” was organized by TAPMI on 20^th-21^st April, 2018. It was offered with the objective of supporting faculty / researchers, to strengthen their publishing focus, by using robust data and data analysis techniques. The workshop oriented the  participants with hands on exercises using sample data sets on how to specify, to estimate, and to interpret models applying Factor analysis and Regression analysis and then higher order analysis methods of Structural Equation Modeling (SEM). Our Director Prof. Madhu Veeraraghavan and Prof. Simon George inaugurated the workshop and also gave away the certificates during the valedictory session. Prof. Shirshendu Ganguli was the resource person and the workshop coordinator, and he conducted all the sessions during the 2-day Workshop. 31 faculty members / research scholars (26 external and 5 internal) participated in the workshop.