Research Article

Exploration on the Teaching Reform Measure for Machine Learning Course System of Artificial Intelligence Specialty

Table 1

Machine learning curriculum.

CoursetypeTechnical course name

Subject platform courseComputer Composition Principles, Probability Theory and Mathematical Statistics, Database System Principles, Programming, Computer Networks, Digital Signal Processing, Advanced Mathematics, Linear Algebra
Professional core coursesObject-oriented Technology and C++, Python Programming, Machine learning, Computer Graphics, Digital Image Processing, Algorithm Analysis and Design, Artificial Intelligence.
Professional elective coursesComputer Vision, Data Acquisition Technology, Digital Security Technology, Software Engineering, Information Visualization, Compilation and Interface, Cloud Computing Technology, Website Construction and Network Communication.
Professional self-directed coursesCloud Computing, Frontier Lectures on Artificial Intelligence, Bioinformatics, Matrix Analysis, Combinatorial Mathematics, Virtual Reality