The program leverages the open-source Apache Texera platform to provide a no-code/low-code experience, making complex data science and AI/ML concepts accessible to students with limited computing backgrounds.
The Data Science for All (DS4ALL) Summer Program for High Schoolers teaches students the fundamental principles of data science and machine learning. Participants will gain skills in data modeling, cleaning, wrangling, and visualization. The curriculum also covers basic Python programming for data processing and introduces students to AI and ML techniques, including model training, classification, and sentiment analysis. The program utilizes the open-source Apache Texera platform, which offers a no-code/low-code approach, making it accessible even for students with limited computing backgrounds. A capstone project allows students to apply their knowledge by analyzing real data to conduct ML-based data science. Students who complete the program without absence receive a certificate, and those with good performance may be eligible for recommendation letters from the organizers.
A typical day involves lectures and lab sessions, with lunch provided.
This program is ideal for high school students in 9th, 10th, or 11th grade (as of April 2026) who are eager to learn data science and machine learning with a no-code/low-code approach.
UCI Campus, ISEB Building
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