Artificial Intelligence for Researchers
Explore the future of research through AI and machine learning
Discover the power of artificial intelligence through AI for Researchers—an introductory, two-week online course designed for high school students eager to explore machine learning, data science, and real-world problem solving. Led by UCSC instructors and supported by graduate mentors, this program introduces students to core AI concepts through hands-on coding, research-based projects, and technical instruction.
Students will build predictive models using Python and scientific libraries like NumPy, Pandas, and Scikit-learn, while learning techniques such as clustering, classification, and dimensionality reduction. With guidance from mentors and exposure to generative AI tools, the course culminates in a final research project, equipping students with in-demand skills and a strong foundation for college and careers in technology.
Program details
- Who Should Apply: High school students (grades 9–12)
- Python Experience: Recommended, but self-paced learning materials are provided.
- Program Format: Fully Online (Live via Zoom + Canvas LMS)
- Program Length: July 7–11 & July 14–18
- Program Schedule: 9:30–11:30 a.m.: Instruction & Guest Lectures | 1:30–3:30 p.m.: Project Team Meetings
- Program Fee: $1,200 per session
Ready to get started?
Turn big questions into smart algorithms
Build models with Python
Train and optimize machine learning models using real data and Python-based AI libraries.
Apply AI to real data
Apply AI tools to analyze real datasets and find solutions in science, tech, and research.
Use industry-standard tools
Work with Python libraries like NumPy, Pandas, and Scikit-learn for data analysis and modeling
Showcase your AI experience
Earn a UCSC certificate and showcase advanced skills in coding, data science, and AI research.
Program curriculum overview
Experts Guiding Your AI Journey
Work with inspiring UCSC instructors and AI experts who turn cutting-edge research into real-world breakthroughs—and will help you do the same.
Sara Saatchi, M.S., Instructor
Computer Scientist, Software Developer and Researcher with a background in computer vision, artificial intelligence, machine learning, and deep learning
An advisor from the University of California to be announced.
Mentors will be selected from University of California graduate programs.
Additional guest speakers to be announced.
Apply for summer 2025
Work with UCSC instructors to research, build, and pitch a startup—while boosting your college and career readiness through hands-on learning.