Data Management for Data Scientists

3 credits · Undergraduate Programs

Current mechanisms for data management. It investigates various types of data models for dealing with various types of data, including big data with all its V's (e.g., volume, velocity, variety, etc.). In particular, the current offering of the course covers, the conceptual model, the relational model, its standard query language SQL, and relational database design. Additionally, it covers NoSQL databases as well as ACID and BASE data management techniques, with emphasis on state-of-the-art platforms like HADOOP and SPARK. Prerequisite(s): Data Science 221 and Computer Science 319.