This course provides a comprehensive understanding about key elements to consider when designing, managing, and optimizing data center infrastructure specifically to support Artificial Intelligence (AI) workloads. Participants will explore the unique requirements, challenges, and best practices for AI-centric data centers, focusing on power, cooling, sustainability and safety considerations essential for high-performance AI applications.