High School Summer Camps Help Democratize Coding, Data Science, and Deep Learning

TL;DR

This paper evaluates a summer camp series that enhances high school students' skills and interest in coding, data science, and deep learning, emphasizing diversity and mentorship to democratize access to STEM education.

Contribution

It demonstrates the positive impact of immersive summer camps on students' technical skills, confidence, and interest in AI and data science careers, especially among underrepresented minorities.

Findings

Increased student confidence in coding skills.

68.6% of campers interested in AI and data science careers.

Camps help address disparities in STEM education.

Abstract

This study documents the impact of a summer camp series that introduces high school students to coding, data science, and deep learning. Hosted on-campus, the camps provide an immersive university experience, fostering technical skills, collaboration, and inspiration through interactions with mentors and faculty. Campers' experiences are documented through interviews and pre- and post-camp surveys. Key lessons include the importance of personalized feedback, diverse mentorship, and structured collaboration. Survey data reveals increased confidence in coding, with 68.6\% expressing interest in AI and data science careers. The camps also play a crucial role in addressing disparities in STEM education for underrepresented minorities. These findings underscore the value of such initiatives in shaping future technology education and promoting diversity in STEM fields.