Islam has become the current fastest growing religion in the world. It indicates that a lot of people starting to get interested to study Islam. The best way to study a religion is by reading its holy scripture, where in Islam is the Quran. People who embrace Islam as their religion are called Muslims, and according to them it requires to sincerely open your mind and heart to study Quran, and it will take a lifetime to understand and analyze the deep meaning of Quran. Therefore, most Muslims study Quran with guidance from Muslim scholars to get better understanding of what they read. However, sometimes people find it difficult to learn and memorize the verse in Quran and also the meaning of it. This minor thesis is a project to develop NLP based tool to analyze the learning process of memorizing the Quran.