Cyberharassment (e.g., cyberbullying and cyberhate) is becoming prevalent with the rise of social media. It is crucial to automatically detect such content online to help protect the targeted group(s). The EAGER project is a set of hands-on labs that teaches students how to utilize machine learning to solve this social problem.