Take China Renmin University as an example:
Basic courses: mathematical analysis, advanced algebra, introduction to general physical mathematics and information science, data structure, introduction to data science, introduction to programming and programming practice.
Compulsory courses: discrete mathematics, probability statistics, algorithm analysis and design, data computing intelligence, introduction to database system, computer system foundation, parallel architecture and programming, unstructured big data analysis.
Elective courses: introduction to data science algorithm, special topics of data science, data science practice, practical development technology of Internet, sampling technology, statistical learning, regression analysis and stochastic process.
Employment direction of big data major
1. data engineering direction
Graduates can engage in the development of Java big data distributed programs, and the application and development of big data integration platforms based on computer, mobile Internet, electronic information, e-commerce technology, e-finance, e-government, military and other fields. They can also engage in various Java big data distributed development, program development based on big data platform, data visualization and other related work in government agencies, real estate, banking, finance, mobile Internet and other fields, and can also engage in computer applications in the IT field.
2. Direction of data analysis
Graduates can engage in the operation and maintenance of big data platforms and core technologies of streaming computing based on computers, mobile Internet, electronic information, e-commerce technology, e-finance, e-government, military and other fields. They can also engage in various big data platform operations, big data analysis, big data mining and other related work in government agencies, real estate, banking, finance, mobile Internet and other fields, and can also engage in computer applications in the IT field.