Zhejiang Gongshang University

Program Objectives

The training objective of the specialty is to develop innovative research and independent ability to solve engineering problems in the field of data science and big data technology, students can be engaged in data mining, data analysis and scientific research, system design and system integration based on cloud computing platforms and other aspects of the work of the senior specialized personnel. Through study, students should have the following knowledge and ability:1) have the basic skills of managing data, analyzing and dealing with big data;2) strong data security and privacy awareness and legal awareness;3) master the solid basic theory and broad professional skills in the field of data science and big data technology;4) Good capability in research, design, development and application of big data systems;5) In e-commerce, Internet banking, Internet of things, cloud computing and big data industry, there are strong data thinking and data decision-making advantages;6) understanding the theoretical frontiers, applications and developments of data science;7) master the basic methods of document search and data inquiry, have strong ability to analyze and solve practical problems, and have the basic ability to do research on Data Science.

Program Requirements

International postgraduate students majoring in computer science and technology should have the following abilities, for example, master basic Chinese knowledge, understand the general situation of China, master the advanced knowledge and professional skills of computer science with advanced computational thinking. Minimum credit requirements: no less than 40 credits to be completed in order to participate in the thesis defense.

Main courses

General Course: Chinese(1),Chinese(2),Outline of China Subject Public Course: Advanced Probability and Statistics, Optimization Method, Introduction to Frontier Technology in Data Science, Big Data Analysis

Basic Specialization Courses: Big data programming, Parallel programming and development, Introduction to big data systems. Data science and engineering practice

Specialization Course: Natural language processing, Advanced Machine Learning

Specialized elective course: Deep Learning, Pattern recognition and image processing image, Specialized Chinese, Graph mining and social network analysis, Intelligence and cluster computing, Big data and complex networks, Recommendation system design and Implementation, Big data security and privacy, Big data visualization technology, Chinese writing.

Faculty

The faculty team of this discipline is composed of 35 members of which 10 are full professors and 25 are associate professors, including professors with titled “National Talents project”, “Provincial Talents Project”, “Qianqian Distinguished Professor” or the “151 Talent Project” at first, second and third class. Meanwhile, more than 30 of our faculty members have overseas study experience for a period of more than 3 months.

Length of Study

3 years

Required Credits

40 credits are required

Certificate of Graduation and Degree

Qualified students will be granted certificates of graduation and Master Degree of Engineering.

Instruction Language

■ All the courses are delivered in English except some of Chinese language courses.

■ Dissertation is required to be written in English