The program offers a unique "no code and low code" approach to data science and machine learning using the Apache Texera platform, making it accessible to students with varying computing backgrounds.
The UC Irvine Data Science for All Summer Program is a one-week intensive program for high school students designed to introduce them to the fundamental principles of data science, artificial intelligence (AI), and machine learning (ML). Students will engage in hands-on activities and learn concepts such as data modeling, data cleaning, data wrangling, and visualization. The curriculum also covers basic Python programming for data processing and familiarizes students with AI and ML techniques, including model training, classification, and sentiment analysis. The program utilizes the open-source Apache Texera platform, providing a “no code and low code” experience to make these complex topics accessible even to those with limited computing backgrounds. A significant component of the program is a capstone project where students apply their newly acquired skills to analyze real-world data. Upon successful completion, students receive a certificate, and those with strong performance may be eligible for recommendation letters from the organizers, who include professors and Ph.D. students from UCI and UCLA.
A typical day involves a morning lecture session followed by an afternoon lab session where students apply concepts learned. Lunch is provided.
This program is ideal for high school students in 9th, 10th, or 11th grade (as of April 2026) with an interest in data science, AI, and machine learning, who have completed Algebra II or Integrated Math II.
UCI Campus, ISEB Building, Irvine, CA
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