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精通英伟达 AI 基础设施,考取 NCA-AIIO 认...
精通英伟达 AI 基础设施,考取 NCA-AIIO 认证
Udemy
Certificate
USD 19.99
Enroll now →
About this course
通过这门全面系统的课程,开启 AI 基础设施的进阶蜕变之旅,全力助力你考取 NVIDIA 认证助理:AI 基础设施与运维(NCA‑AIIO) 认证。无论你是 IT 从业者、系统管理员还是 DevOps 工程师,本课程都会为你夯实理论基础、打磨实操能力,让你能够在数据中心环境中高效管理与优化 AI 负载业务。你将学到什么人工智能基础掌握人工智能、机器学习、深度学习的核心概念,了解其在现代计算场景中的落地应用。英伟达软硬件体系熟练掌握 A100、H100、B200 等主流 NVIDIA GPU 架构;精通 CUDA、DCGM、NGC 容器目录等核心配套工具。基础设施设计学习数据中心核心组件、NVLink、InfiniBand 等高速网络技术,掌握可弹性扩展的 AI 基础设施规划设计方法。AI 运维管理精通企业级数据中心内 AI 业务的部署、监控与性能调优;熟练使用 DCGM、Slurm、Kubernetes 等主流运维工具。认证备考冲刺依托精细化学习指南、模拟考题与真实业务场景,全方位备战 NCA‑AIIO 考试。清晰拆解考试核心考点,掌握高分应试技巧,一次性通关取证,正式认证你的 AI 基础设施运维专业能力。
What you'll learn
understand the core concepts of AI, machine learning, and deep learning
be proficient in using NVIDIA GPU architectures and associated software tools
design scalable AI infrastructure for data center environments
manage and optimize AI workloads using relevant operational tools
Course objectives
equip students with the knowledge to achieve NCA-AIIO certification
develop practical skills for efficient management of AI operations
Skills you'll gain
deep learning
ai infrastructure
machine learning
kubernetes
performance tuning
monitoring
devops
cuda
data center
infiniband
nvidia
a100
h100
slurm
dcgm
nvlink
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