DATA SCIENCE
Data Science is an emerging field with the potential to offer exciting career opportunities in the future. If you're passionate about technology and enjoy analyzing and extracting valuable insights from data to solve real-world problems, Data Science could be the perfect choice for you. Let’s dive deeper into this field and explore the career opportunities it offers.
Major Introduction
Data Science is a discipline that utilizes data to learn knowledge, aiming to produce data products by extracting valuable parts from data. This major integrates multiple fields such as mathematics, statistics, and computer science, and aims to cultivate students' abilities to discover patterns, extract value, and solve problems from massive datasets.
Training Objectives
This major aims to cultivate talents who have a solid foundation in mathematics, statistics, and computer science, master skills in data collection, processing, analysis, mining, and visualization, and can use data to solve practical problems and promote data-driven decision-making.
Graduation Requirements
- Knowledge Requirements: Master the fundamental knowledge of mathematics, statistics, and computer science, and be familiar with various methods and tools for data collection, processing, and analysis.
- Skill Requirements: Possess programming skills (such as Python, R), data mining, machine learning, and data visualization skills, and be capable of using data analysis platforms and tools for practical operations.
- Practical Requirements: Participate in actual projects and data science competitions, accumulate practical experience, and demonstrate teamwork and project management abilities.
- Academic Requirements: Complete a graduation project or research project, showcasing research and application abilities in the field of data science.
Core Courses
- Mathematical Analysis
- Probability Theory and Mathematical Statistics
- Linear Algebra
- Programming Languages (Python, R, etc.)
- Database Principles
- Data Mining
- Machine Learning
- Deep Learning
- Data Visualization
- Big Data Technology
Research Directions of Data Science
- Data Mining and Knowledge Discovery: Study methods for extracting useful information and patterns from large-scale data, applied in business, healthcare, social networks, etc.
- Machine Learning and Artificial Intelligence: Develop intelligent algorithms to advance automated data analysis and prediction technologies.
- Big Data Processing Technology: Explore new methods for storing, processing, and analyzing big data to improve data processing efficiency and capability.
- Data Visualization: Study how to visually present data through graphics and images, helping users understand and interpret complex data.
- Applied Data Science: Apply data science techniques in finance, healthcare, marketing, etc., to optimize business processes and decision-making.
Degrees Awarded
Graduates are typically awarded a Bachelor of Science degree.
Career Development
Graduates of this major have broad career prospects and can develop in the following fields:
- Internet Companies: Engage in data analysis, machine learning, artificial intelligence, etc.
- Financial Institutions: Engage in risk management, quantitative trading, customer analysis, etc.
- Consulting Companies: Engage in data consulting, business intelligence, etc.
- Research Institutes: Engage in data science research, technology development, etc.
- Government Departments: Engage in data governance, policy analysis, etc.
Related Majors
- Computer Science and Technology
- Statistics
- Mathematics and Applied Mathematics
- Information and Computational Science
- Software Engineering
Top universities offering Data Science major
- Peking University
- Fudan University
- University of Science and Technology of China
- Tsinghua University
- Zhejiang University
- Shandong University
- Shanghai Jiao Tong University
- Beijing Normal University
- Beihang University
- Nankai University
- Xi'an Jiaotong University
- Sichuan University
- Nanjing University
- Sun Yat-sen University
- Jilin University
This introduction provides an in-depth overview of the Data Science undergraduate program. If you are passionate about working with data, discovering valuable insights, and driving innovation in various industries, this major will be an ideal choice for you.
