Data Computing and Application

Release time:2021-08-16Views:10

Program Introduction: It’s a four-year bachelor of science degree program. With the rapid development of the data industry, this major is an applied science with interdisciplinary integration of mathematics, statistics and information science. It cultivates the comprehensive development of morality, intelligence and physical education, with a good mathematical foundation and mathematical thinking ability, who not only grasps the basic theories, methods and skills of information science and statistics, but also accepts the preliminary training of scientific research, and other skills. The students are capable of modeling, high-performance computing, big data processing and programming, compound applied science professionals who can use the knowledge and skills to solve practical problems in the fields of data analysis, information processing, science and engineering computing etc. It is a typical interdisciplinary major.

Main Courses: Mathematical Analysis, Advanced Algebra, Analytic Geometry, Probability Theory, Mathematical Statistics, Constant and Differential Equations, Introduction to Data Science, Advanced Language Programming, Database Principles, Data Structure, Statistical Prediction and Decision-making

Core Courses: Data Modeling, Numerical Optimization Method, Data Algorithm and Analysis, Applied Time Series Analysis, Basics of Data Mining, Statistical Inference, Statistical Calculation, Learning by Machine, R Language and Data Analysis, Hadoop Big Data Analysis, Data Visualization Analysis, Multivariate Statistical Analysis, Matrix Calculation, Applied Random Analysis and other theoretical and practical teaching courses.

Career Outlook: Graduates of this major can engage in practical application, teaching, design, development and management related to big data in government agencies, companies, financial institutions, scientific research institutes and other companies.