The program offers a "no code and low code" experience using the open-source Texera platform, making complex data science and machine learning concepts accessible to high school students.
The Data Science for All (DS4ALL) Summer Program at UCI teaches high school students fundamental principles of data science, artificial intelligence, and machine learning. The curriculum covers data modeling, cleaning, wrangling, and visualization. Students gain basic Python programming skills for data processing and learn various machine learning techniques, including basic concepts, training, classification, and sentiment analysis. The program utilizes the open-source Texera platform, which facilitates a "no code and low code" experience, making it accessible even for students with limited computing backgrounds. The program culminates in a capstone project where students apply their acquired knowledge to analyze real-world data, such as social media data. Instructors include professors and Ph.D. students from UCI and UCLA who are experts in data management, data science, AI, and machine learning. Students who complete the program receive a certificate, and those with good performance may be eligible for recommendation letters.
A typical day consists of both lectures and lab sessions, where students learn concepts in the morning and apply them in hands-on activities in the afternoon.
This program is ideal for high school students in 9th, 10th, or 11th grade (as of April 2026) who are interested in data science, AI, and machine learning, even with limited prior computing experience.
UCI Campus, ISEB Building
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