Integrating AI/ML-Related Data Science in STEAM Education to Foster Responsible and Active Citizenship

The first module of the DataSetup curriculum

Last Updated : February 12, 2026

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Artificial Intelligence (AI) and Machine Learning (ML) are increasingly shaping our world, influencing areas such as education, healthcare, public policy, and social interactions. However, many students lack the necessary skills to critically engage with these technologies. As future educators, it is important to develop data science literacy to help students make informed decisions, navigate AI-driven environments, and promote ethical AI use.

Course Content

Section 1
Pre Survey
DSTEAM – Introduction/Motivation
DSTEAM – Get & explore data
DSTEAM – Formulate problem
DSTEAM – Model/analyze data
DSTEAM – Communicate results & engage in an action plan
DSTEAM – Module reflections
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Data Setup Module 6

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Sandbox Course

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Data Setup Module 3

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Data Setup Module 5