Data Science Workshop
The purpose of the workshop is to provide students with practical experience in data science. During the workshop, students will carry out a large-scale project in which they will select a dataset and a prediction task, then perform a complete data science process that includes: defining the prediction problem and evaluation metrics, cleaning the data, selecting and creating features, selecting the right model, and performing parameters tuning. Upon completing a basic prediction model, the students will perform a model quality analysis, then continuously improve the model to obtain better results.