Students build real projects with small teams, receive mentorship from top UCSC instructors and UC student mentors, and earn a certificate of completion from UC Santa Cruz.
The UCSC Silicon Valley Extension - AI/Machine Learning Pre-College Summer Enrichment Program offers high school students an immersive, mentor-guided exploration of artificial intelligence and machine learning. Through Python-based instruction and hands-on projects, students will gain practical experience with industry-standard tools. The curriculum covers foundational concepts in AI and machine learning, including data analysis, visualization, classification, regression, neural networks, and deep learning. Students will build predictive models using Python and libraries like NumPy, Pandas, and Scikit-learn. The program emphasizes critical thinking, problem-solving, and technical skills, culminating in a final research project. It aims to equip students with in-demand skills and a strong foundation for college and careers in technology.
A typical day involves college-level instruction, hands-on projects, and potentially guest lectures from leaders in academia and industry. Students collaborate in small teams, guided by UC student mentors.
This program is ideal for motivated high school students, ages 14-17, who are preparing for academic and career success and aspiring scholars seeking early exposure to research, innovation, and professional communication in AI and machine learning.
3175 Bowers Ave, Santa Clara, CA
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