To main content

Using Machine Learning for Data Preprocessing

The goal in this thesis is to develop a recommender system to suggest transformations with respect to characteristics of the data set, historical actions users have performed in the past, etc.

Photo: /

Data often has to be preprocessed before data analysis such as formatting, modification, and transformation. Data preprocessing is a tedious task and has to be repeated before every data analysis task. There are potentially large amount of operations that could be applied to a tabular data set. One could also incorporate user feedback and usability aspects of such a tool.

Contact & Questions