COMP 50-02 Methods of Data Science

Introduction to techniques utilized on a daily basis by a Data Scientist. Modeling techniques for recommendation and search engines, collaborative filtering, text analytics, visualization, and visual analytics. Implications of big data and scalability in data analysis. Laboratory exercises will give practical experience in applying these techniques to real world data in Python and/or R.