This workshop introduces college and high-school instructors to practical strategies for developing course and laboratory materials using Python and Google Colab notebooks. Participants will explore how interactive notebooks can support data analysis, modeling, and visualization in science education, and how emerging AI tools can assist with content creation, coding support, and student engagement. No prior programming experience is required; examples will be adaptable across disciplines.