Gain hands-on experience with large language models (LLMs) in this comprehensive tutorial designed for researchers focusing on fairness, accountability, and transparency. Explore the fundamentals of LLMs and their applications in ethical AI research over the course of 1 hour and 36 minutes. Delve into practical exercises and case studies that demonstrate how to leverage these powerful tools to address critical issues in responsible AI development and deployment.