Foundation of artificial intelligence; Algorithm analysis; Database system.
Data Science Course Tutoring
2. Key elective courses
Three courses, at least one course in each group.
① 1 group (data system)
Online information integration; Information retrieval and network search engine; Interoperability of database system; Geospatial information management; High performance computing and simulation: the advanced subject of database system: the foundation of data management.
② The second group (data analysis)
Machine learning; Probabilistic reasoning; Advanced big data analysis; The foundation and application of data mining; Optimization theory and algorithm: numerical optimization; Optimization theory and calculation method; Apply matrix analysis.
③ Other elective courses
Any 500-level or 600-level courses of CSCI (including additional group elective courses or projects)
Directional research; Symposium on computer science research; Data visualization; Atlas of architectural knowledge; Numerical method; Numerical analysis and calculation; Numerical analysis; Application probability; Optimization theory and technology.