The Earth Lab Education Team is committed to leading, promoting and facilitating earth data science education for groups historically underrepresented in STEM. Promoting diversity, equity, inclusion, and accessibility (DEIA) is not only fair, it improves the quality of science. We do this through a combination of workshops, training, capacity building with faculty and developing open curriculum and tools that anyone can use in their courses. We also collect data and conduct research to assess the effectiveness of our approaches. We currently lead two projects that explicitly focus on equitable access to earth data science skills: the Earth Data Science Corps and pyOpenSci.