In this project, we attempt to rank the cells in jupyter notebooks submitted to the Kaggle site, as part of the Google AI4Code Challenge. The problem is first transformed into one of classification. Then, we made use of natural language processing methods as well as code parsing tricks to design a machine learning model for the problem. As the computer understands our code better, they will be better at helping us be a more productive programmer