NVIDIA AI in Action: Build, Optimize, and Deploy High-Performance Applications with CUDA, TensorRT, Triton, NeMo, NIM

NVIDIA AI in Action: Build, Optimize, and Deploy High-Performance AI Applications with CUDA, TensorRT, Triton, NeMo, and NVIDIA NIM You have a powerful NVIDIA GPU, but are you actually getting the performance it can deliver? Or are you spending hours trying to understand CUDA, optimize slow AI models, and figure out how to move them from development into production? NVIDIA AI in Action is a practical guide to building, accelerating, optimizing, and deploying modern AI applications with NVIDIA technologies. Instead of treating each NVIDIA tool separately, this book shows you how CUDA, TensorRT, Triton, NeMo, and NVIDIA NIM fit into a complete AI development and deployment workflow. Inside this book, you'll learn how to: Use CUDA and GPU acceleration for high-performance AI workloads Optimize AI inference with TensorRT Serve and scale models with NVIDIA Triton Inference Server Build and customize generative AI applications with NVIDIA NeMo Deploy AI models and services using NVIDIA NIM Improve inference speed, throughput, and resource efficiency Build reliable AI workflows for real production environments Troubleshoot common performance and deployment problems With step-by-step explanations, practical examples, code, deployment techniques, and production-focused guidance, you'll gain skills you can apply to real AI projects rather than simply learning NVIDIA technologies in isolation. Whether you're an AI engineer, machine learning developer, software engineer, data scientist, or technical professional, this book will help you make better use of NVIDIA's AI ecosystem, reduce deployment complexity, improve application performance, and move AI projects from experimentation to production with greater confidence. AI workloads are becoming larger and more demanding, while organizations expect faster inference and more efficient deployment. Knowing how to build an AI model is valuable, but knowing how to accelerate, optimize, serve, and deploy it efficiently on NVIDIA infrastructure can set your skills apart. Don't let powerful GPU hardware sit behind poorly optimized AI applications. Get your copy of NVIDIA AI in Action today and start building faster, more efficient, production-ready AI applications with NVIDIA technologies.