خرید و دانلود نسخه کامل کتاب NCA-AIIO: AI Infrastructure and Operations (NVIDIA Certification Guides)

Pass the NVIDIA NCA-AIIO certification exam with confidence.The NVIDIA Certified Associate: AI Infrastructure and Operations (NCA-AIIO) certification is one of the most in-demand credentials in enterprise AI. It validates that you understand the hardware, software, networking, and operational practices that power GPU-accelerated computing at scale. Whether you’re a system administrator, infrastructure engineer, cloud architect, or IT professional entering the AI field, this book is your definitive guide to passing the exam on your first attempt.What’s inside:• Complete coverage of all three exam domains: AI Infrastructure (40%), Essential AI Knowledge (38%), and AI Operations (22%)• In-depth explanations of GPU architecture, CUDA cores, Tensor Cores, and precision formats (FP32, FP16, BF16, FP8, INT8)• Detailed coverage of NVIDIA hardware: DGX systems, HGX platforms, NVLink, NVSwitch, and the Blackwell generation• Data center design for AI: power, cooling (air, liquid, immersion), rack density, and capacity planning• Networking deep dives: InfiniBand vs. Ethernet, RDMA, GPUDirect, SHARP, and network topologies• The complete NVIDIA software stack: CUDA, cuDNN, TensorRT, NCCL, RAPIDS, and NGC containers• Kubernetes orchestration with the NVIDIA GPU Operator, Docker GPU configuration, and Slurm job scheduling• Monitoring and troubleshooting: DCGM, nvidia-smi, Nsight tools, XID errors, and common failure modes• Distributed training strategies: data parallelism, tensor parallelism, pipeline parallelism, and 3D parallelism• Inference deployment with Triton Inference Server, TensorRT optimization, dynamic batching, and NVIDIA NIM• Security and compliance: MIG, secure boot, confidential computing, BlueField DPUs, and regulatory frameworks• Quick-reference tables for every exam domain and a comprehensive 35+ term glossary• Two full-length practice exams (50 questions total) with detailed answer explanations for every question• Lab setup guide with recommended exercises for hands-on practiceWritten by an AI infrastructure specialist with deep expertise in GPU-accelerated computing environments, this guide goes beyond surface-level definitions to explain the “why” behind every technology. You’ll learn not just what each NVIDIA product does, but when and why to use it—exactly the kind of judgment the exam tests.The exam is 50 questions in 60 minutes. It’s pass/fail. This book makes sure you pass.This is an independent publication and is not affiliated with, authorized, sponsored, or endorsed by NVIDIA Corporation.