1. MIT
Undergraduate major: Computer Science and Engineering
Recommendation: MIT’s computer science major is one of the best in the world, providing a strong theoretical foundation and AI-related practical opportunities. Students can learn machine learning, algorithms, data structures, etc., and can focus on AI or data science later.
Related courses: Artificial intelligence, deep learning, natural language processing, etc.
2. Carnegie Mellon University
Undergraduate major: Bachelor of Science in Artificial Intelligence
Recommendation: Carnegie Mellon is a leader in the field of artificial intelligence, and its AI undergraduate program is the earliest established in the world. The program’s courses cover a wide range of aspects from machine learning, cognitive science to ethics, aiming to cultivate students’ practical application capabilities in AI.
Related courses: Machine learning, robotics, natural language processing, etc.
3. Stanford University
Undergraduate major: Computer Science
Recommendation: Stanford’s computer science major is famous for its research on cutting-edge technologies, especially in the field of artificial intelligence. Students can focus on AI and study courses such as computer vision and automation.
Related courses: Basics of artificial intelligence, Introduction to machine learning, Big data analysis, etc.

4. University of California, Berkeley
Undergraduate major: Data Science
Recommendation reason: UC Berkeley’s data science program combines statistics, computer science and business applications to help students master the ability to analyze data and use it in business decisions. This major is very suitable as a prerequisite course for future business analysts.
Related courses: Data analysis, predictive modeling, statistical learning, etc.
5. University of Pennsylvania, Wharton School
Undergraduate major: Economics and Business Analytics
Recommendation reason: Wharton School is famous for its business education. The business analytics major combines data science and economics to help students make effective decisions in a data-driven business world.
Related courses: Statistics, quantitative analysis, market analysis, supply chain management, etc.