NVIDIA’s developer training programs support faculty teaching students and researchers through downloadable teaching kits, a cloud-based GPU-accelerated platform, and technical certification exams. Instructional content spans foundational topics—deep learning, accelerated computing, and data science—and advanced areas including agentic AI, natural language processing, and generative AI. Online courses and instructor-led workshops with project-based assessments help faculty align coursework with certifications and support students in earning recognized qualifications. We highlight ECPI integrating GPU-accelerated AI into student projects, and Lebanese American University using hands-on, faculty-led workshops to advance applied learning and prepare students for real-world AI applications and industry pathways.