Summer Catalog
Led by innovative and dedicated Hopkins instructors, our programs and courses will help you get ready for college, enhance your college application, or get ahead with your undergraduate degree.
Foundational Mathematics of Artificial Intelligence - AS.110.110
Pre-College students June 24 - July 4 Homewood CampusAs artificial intelligence models like ChatGPT become increasingly capable and part of our everyday life, the need to understand their inner workings intensifies. This course introduces the mathematical and statistical principles behind machine learning and AI technologies. Students will assimilate basic concepts including math models and performance measurement. They will apply software to build machine learning applications that serve as AI building blocks including linear regression, classification trees, neural networks, and reinforcement learning. Participants will be challenged to assess the quality of their analyses to better understand the opportunities for, and the limitations of AI.
Foundational Mathematics of Artificial Intelligence - AS.110.110
Pre-College students July 22 - August 1 Homewood CampusAs artificial intelligence models like ChatGPT become increasingly capable and part of our everyday life, the need to understand their inner workings intensifies. This course introduces the mathematical and statistical principles behind machine learning and AI technologies. Students will assimilate basic concepts including math models and performance measurement. They will apply software to build machine learning applications that serve as AI building blocks including linear regression, classification trees, neural networks, and reinforcement learning. Participants will be challenged to assess the quality of their analyses to better understand the opportunities for, and the limitations of AI.