Pathbird is a cloud-based computational textbook platform designed to enhance the power of educators teaching computational science, including data science and machine learning. Pathbird allows instructors to craft compelling computational content with an innovative narrative structure and enables students to focus on what matters: connecting concepts to code and applying knowledge to solve real problems.