DATA SCIENCE AND BIG DATA TECHNOLOGY
Are you looking for a cutting-edge major with high practical value in the digital age? Do you want to master data and technology to expand your future career opportunities? The major in Data Science and Big Data Technology will open the door to the world of artificial intelligence, data analytics, and frontier technologies.
Program Overview
Data Science and Big Data Technology is an emerging interdisciplinary field that integrates mathematics, statistics, computer science, and modern data processing technologies. The program aims to equip students with the ability to collect, store, process, analyze, and mine massive datasets, catering to the needs of industry, commerce, research, and various aspects of social life.
Training Objectives
This program cultivates interdisciplinary professionals with a solid foundation in mathematics, strong statistical analysis capabilities, computational thinking, and practical skills in data engineering and intelligent analytics. Students will master the entire data lifecycle—including acquisition, management, analysis, visualization, and application—and gain the ability to solve real-world problems in fields such as finance, healthcare, smart cities, and e-commerce.
Graduation Requirements
Upon graduation, students are expected to:
- Possess foundational and specialized knowledge in mathematics, statistics, computer science, artificial intelligence, and big data technologies;
- Be proficient in using data analysis and processing tools such as Python, R, Hadoop, Spark, and SQL;
- Have the ability to perform data preprocessing, data mining, modeling, and visualization;
- Demonstrate strong teamwork, communication, and critical thinking skills;
- Understand data ethics and privacy protection, with a strong sense of professional ethics.
Core Courses
- Advanced Mathematics, Linear Algebra, Probability and Statistics
- Introduction to Data Science
- Data Structures and Algorithms
- Python Programming and R Programming
- Database Principles and SQL
- Big Data Systems and Technologies (Hadoop, Spark)
- Data Mining and Machine Learning
- Data Visualization
- Applied Data Analysis (with applications in finance, healthcare, etc.)
Research Directions
- Machine Learning and Artificial Intelligence
- Data Mining and Advanced Analytics
- Unstructured Data Processing (image, audio, text, etc.)
- Big Data Storage and Management Systems
- Data Security and Privacy Protection
- Big Data Applications in IoT and Industry 4.0
Degree Awarded
Bachelor’s Degree in Data Science and Big Data Technology
Career Prospects
Graduates can pursue careers such as:
- Data Engineer
- Data Scientist
- Data Analyst
- Machine Learning Engineer
- Big Data Specialist
Related Majors
- Computer Science and Technology
- Artificial Intelligence
- Applied Mathematics
- Software Engineering
- Information Management and Information Systems
Top Universities Offering This Major in China
- University of Science and Technology of China
- Harbin Institute of Technology
- Tongji University
- Peking University
- Renmin University of China
