Dhikr refers to the remembrance and worship of Allah through actions like saying phrases praising Him. Du'aa means supplication or prayer, where Muslims ask Allah for their needs. The document provides examples of supplications taught by the Prophet Muhammad (PBUH) for different occasions like leaving or entering homes, sneezing, going to the bathroom, and starting Quran recitation. Muslims are encouraged to worship Allah alone through dhikr and du'aa.