Most federal agencies are trying artificial intelligence (AI), but their data centers are not designed or equipped for training or inference workloads. This training will help energy and facility managers, as well as data center operators, think critically about serving AI workloads in their facilities and identify the necessary retrofits and operational changes if they decide to proceed. The training will include a checklist of considerations for operators thinking of integrating AI or machine learning (ML), as well as basic and some intermediate content on using efficiency to create capacity for high-density computing, such as AI/ML (e.g., investing in liquid cooling to future-proof federal data centers for these higher demands).