Data science is a cross-disciplinary study involving informatics, machine learning, and statistics. This course adopts a problem driven approach to discuss various components in the pipeline of a data science project and the applications in various real-life examples.  Topics include, but not limited to, Python programming, data pre-processing, feature selection, common machine learning algorithms and data visualization.