During his time as a PhD candidate, Karan Shah developed teaching materials on machine learning for the undergraduate physics curriculum as part of his fellowship with the Data Science Education Community of Practice (DSECOP) program of the American Physical Society (APS). His modules are provided below. Additional teaching modules developed by other DSECOP fellows are available in the DSECOP GitHub repository.