The best way to learn GPU programming is through a combination of textbooks and practical resources. "Programming Massively Parallel Processors" by Hwu, Kirk, and Hajj provides a solid foundation in CUDA and GPU architecture. Supplement this with Hajj's YouTube lectures for practical insights. Explore the CUDA samples on Nvidia's GitHub and consider Nvidia's courses for structured learning.