We aim to share our knowledge and tools effectively and provide a strong mathematical and software foundation that allows students of all backgrounds to contribute to new AI for dynamic systems research. To achieve this, we will develop a multi-pronged education and workforce development framework that includes active learning classrooms experiences, online lectures, bootcamps, and workshops. Our education plan is designed to reach a broad and diverse community, from K-12 students to graduate students, teaching both fundamental and practical skills. The following subsections provide details for key components of this approach.