NVIDIA has emerged as a central player in the advancement of artificial intelligence (AI) and machine learning (ML) technologies through its pioneering work in graphics processing units (GPUs). Initially designed for rendering graphics in video games, NVIDIA's GPUs have become the backbone of modern AI and ML applications, powering everything from autonomous vehicles to advanced scientific research. This case study explores how NVIDIA revolutionized the AI and ML fields, the technological advancements that fueled this transformation, and the company's impact...