Nvidia CUDA in 100 Seconds

Nvidia's CUDA is a parallel computing platform that utilizes GPUs for data processing beyond gaming. Developed in 2007, it enables efficient training of machine learning models by executing functions, or kernels, in parallel. The video demonstrates building a CUDA application using C++ to add vectors and optimize computations for deep learning.