A quick copy-paste of the sources and demo code for the find-peak tutorial at https://github.com/MonsieurV/py-findpeaks#detect_peaks-from-marcos-duarte
For the filter and FFT sample code, only scipy and numpy modules are required. The basic task includes understanding different parameters and output of those functions.