A different approach to the digital signal and image processing training is presented. The students are taught a) the theoretical background of signal and image processing, b) how to use it to implement the theoretical examples by developing program applications, and c) to integrate an autonomous application for signal or image processing. Throughout the whole process they obtain useful skills for their further career.