Focuses on data version control and lineage tracking, where students design reproducible pipelines and document data sources using 'Datasheets for Datasets'.
Teachers learn to break complex tasks into smaller, manageable steps using classroom routines and Iowa Core standards as examples.
A critical examination of how systemic inequities influence environmental health outcomes, focusing on Flint's water and urban air quality. Students analyze data and develop advocacy products to promote environmental justice.
A hands-on project where students explore waste management through the lens of Shoji Yamasaki's art, culminating in a creative video showcasing their own upcycling process or performance.
An extra credit project challenging students to live plastic-free for two weeks while researching the impacts of bioaccumulation and exploring sustainable alternatives. Students document their journey and findings in a formal scientific lab report.
The final project compilation phase where students curate their best work from the term into a professional digital portfolio. Students learn the art of curation and how to publish a simple one-page website as a 'Digital Resume'.
A lesson focused on post-pitch reflection and strategic iteration. Students conduct a SWOT analysis of their own performance and draft a 'Pivot' plan to refine their business concept based on audience feedback.
The unit capstone experience where students present their marketing campaigns as founders. Includes a two-day formal pitch event with peer judging, Shark Tank-style Q&A, and 'Class Cash' investment reflections.
A lesson focused on public speaking and professional presentation etiquette. Students learn non-verbal communication techniques, projection, and how to use digital slides as a backdrop rather than a teleprompter.