The Data Science for All program introduces students to the fundamental principles of data science and machine learning. Students learn core concepts such as data modeling, cleaning, wrangling, and visualization, alongside basic Python programming for data processing. The program also covers foundational machine learning techniques, including model training, classification, and sentiment analysis. The program leverages the open-source Texera platform to make these concepts accessible to students with limited computing backgrounds
El Camino College Workshop
11/7/25-11/9/25: A three-day no-code/low-code data science workshop instructed by El Camino College students, who adapted and replicated the DS4ALL workshop for their community college peers.
Program Details, Photos
High School Summer Programs
Summers of 2023 – 2025: An NSF-funded summer program to teach high-school students data science and AI/ML. The experience of this program was presented and shared at Data Science Education K-12 conference (DSE-K12 2025), held from February 17-19 in San Antonio, TX.
2023, 2024, 2025, DSE-K12 Paper, DSE-K12 Presentation
Middle School Workshop
7/21/2025: we taught 32 middle school students data science, AI, and ML using Texera.
Photos
Data Science for Bio Engineering Applicants
11/13/2024: As part of a six-week hybrid program that introduces data science concepts to engineering undergraduate students, we taught students data science in bio engineering.
Program Details, Album, Recording
ICS 80: Data Science and AI/ML Using Workflows
Spring 2024: In this course at UCI, we taught 42 undergraduates, most of whom are not computer science majors, to learn data science and AI/ML.
Course Syllabus, Album
