Members of Bazm-e-BME designed and delivered, “Real Time Signal Processing and Classification on MATLAB; A Project-based course for Engineers” from January 25 to March 29, 2025. Both theoretical and practical aspects related to the Acquisition of Biosignals, Digital Signal Processing, Feature Engineering, and Machine Learning Model Development for Classification and Regression tasks were covered. MATLAB was used for performing the tasks of the assigned project.