Big Data Systems

Catalog description

This course introduces the concepts, principles, and applications of big data systems. The course focuses on big data management systems, where the scale of data is often much larger than traditional data management systems and tools can handle. It covers the development of efficient solutions for different types of data, including relational, distributed, graph, NoSQL, NewSQL, machine learning, and neural networks. Additionally, it covers the data from various disparate sources, often characterized by noise, and generated at a very high rate. TSI Restriction(s): Reading, Writing, and Math