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AI Infrastructure and Operations Fundamentals · LearnSpace
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AI Infrastructure and Operations Fundamentals

Курс от NVIDIA
Начальный≈ 11.5 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Artificial Intelligence, or AI, is transforming society in many ways. From speech recognition to self-driving cars, to the immense possibilities offered by generative AI. AI technology provides enterprises with the compute power, tools, and algorithms their teams need to do their life’s work. Designed for enterprise professionals, this course provides invaluable insights into the ever-changing realm of AI. Whether you're a seasoned professional or just beginning your journey into AI, this course is essential for staying ahead in today's rapidly evolving technological landscape. We start the journey with an Introduction to AI where we cover AI basic concepts and principles.​ Then, we delve into data center and cloud infrastructure followed by AI operations.​ This course is part of the preparation material for the “NVIDIA-Certified Associate: AI Infrastructure and Operations" certification. Successfully completing this exam will allow you to showcase your expertise and support your professional development. Who should take this course? * IT Professionals * System and Network Administrators * DevOps Engineers * Datacenter professionals  No prior experience required. Let's get started!

Навыки, которые вы освоите

Infrastructure ArchitectureAI WorkflowsCloud ManagementCloud DeploymentAI literacyCloud InfrastructureArtificial Intelligence and Machine Learning (AI/ML)Artificial IntelligenceMachine LearningDeep LearningAI OrchestrationData CentersData InfrastructureLarge Language ModelingDevops ToolsNetwork InfrastructureInformation Technology OperationsMLOps (Machine Learning Operations)Generative AICloud Computing

Программа курса

4 модулей · 67 учебных материалов

01Introduction to AI | NVIDIA Training22 материалов

Welcome - Course Overview

NVIDIA Certified Associate – AI Infrastructure and Operations (NCA-AIIO)ВидеоNCA-AIIO certificationЧтениеCourse OverviewВидео

Lesson 1 - AI Transformation Across Industries

AI Transformation Across IndustriesВидео

Учитесь у экспертов

NVIDIA Training

NVIDIA Training

AI Infrastructure and Operations Fundamentals
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 11.5 ч

4 модулей

Язык: Английский

Субтитры: Арабский, Французский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Нидерландский, Корейский, Немецкий, Пушту, Русский, Тайский, Индонезийский, Шведский, Турецкий, Испанский, Дари, Хинди, Японский, Казахский, Польский

Часть программы вашего университета
Check Your KnowledgeЗадание
Unit Summary - AI Transformation Across IndustriesЧтение

Lesson 2 - Introduction to Artificial Intelligence

Introduction to Artificial IntelligenceВидеоCheck Your KnowledgeЗаданиеUnit Summary - Introduction to Artificial IntelligenceЧтение

Lesson 3 - Generative AI: Overview

Generative AI: OverviewВидеоGenerating Images Using Generative AIВидеоBeyond Generative AIВидеоCheck Your KnowledgeЗаданиеUnit Summary - Generative AI OverviewЧтение

Lesson 4 - Accelerating AI with GPUs

Accelerating AI with GPUsВидеоCheck Your KnowledgeЗаданиеUnit Summary - Accelerating AI with GPUsЧтение

Lesson 5 - AI Software Ecosystem

AI Software EcosystemsВидеоCheck Your KnowledgeЗаданиеUnit Summary - AI Software EcosystemЧтение

Lesson 6 - Data Center and Cloud Computing

Data Center and Cloud ComputingВидеоUnit Summary - Data Center and Cloud ComputingЧтение
02AI Infrastructure 36 материалов

Lesson 7.1 - Data Center Platform | Compute Platforms for AI

Data Center PlatformВидеоCheck Your KnowledgeЗадание

Lesson 7.2 - GPUs and CPUs for AI

GPUs and CPUs for AIВидеоCheck Your KnowledgeЗадание

Lesson 7.3 - Multi-GPU Systems

Multi-GPU SystemsВидеоCheck Your KnowledgeЗадание

Lesson 7.4 - Introduction to DPUs

Introduction to DPUsВидеоCheck Your KnowledgeЗаданиеUnit Summary - Compute Platforms for AI Чтение

Lesson 8.1 - Networking for AI

Networking for AI ВидеоCheck Your KnowledgeЗадание

Lesson 8.2 - InfiniBand and Ethernet

InfiniBand and EthernetВидеоCheck Your KnowledgeЗаданиеUnit Summary - Networking for AI Чтение

Lesson 8.3 - NVIDIA Networking Portfolio

NVIDIA Networking PortfolioВидео

Lesson 9 - Storage for AI

Storage for AIВидеоCheck Your KnowledgeЗаданиеUnit Summary - Storage for AI Чтение

Lesson 10 - Energy Efficient Computing

Energy Efficient ComputingВидеоCheck Your KnowledgeЗаданиеUnit Summary - Energy Efficient ComputingЧтение

Lesson 11 - Reference Architectures

Reference ArchitecturesВидеоCheck Your KnowledgeЗаданиеUnit Summary - Reference Architectures Чтение

Lesson 12.1 - AI in the Cloud Unit Overview

AI in the Cloud Unit OverviewВидео

Lesson 12.2 - Introduction to AI in the Cloud

Introduction to AI in the CloudВидеоCheck Your KnowledgeЗадание

Lesson 12.3 - AI Use Cases in the Cloud

AI Use Cases in the CloudВидеоCheck Your KnowledgeЗадание

Lesson 12.4 - AI in the Cloud Considerations

AI in the Cloud ConsiderationsВидеоCheck Your KnowledgeЗадание

Lesson 12.5 - Supported Cloud Service Providers and Consumption Models

Supported Cloud Service Providers and Consumption ModelsВидеоCheck Your KnowledgeЗадание

Lesson 12.6 - NVIDIA Solutions in the Cloud

NVIDIA Solutions in the CloudВидеоCheck Your KnowledgeЗаданиеUnit Summary - AI in the Cloud Чтение
03AI Operations | NVIDIA Training6 материалов

Lesson 13 - AI Data Center Management and Monitoring

AI Data Center Management and MonitoringВидеоCheck Your KnowledgeЗаданиеUnit Summary - Provisioning Monitoring and ManagementЧтение

Lesson 14 - Orchestration, MLOps, and Job Scheduling

Orchestration, MLOps, and Job SchedulingВидеоCheck Your KnowledgeЗаданиеUnit Summary - Orchestration and Job SchedulingЧтение
04Course Completion Quiz 3 материалов

Course Completion Quiz

Course Completion QuizЗаданиеNVIDIA Certified Associate – AI Infrastructure and Operations ВидеоYour Next Step: Take the NVIDIA-Certified Associate: AI Infrastructure and Operations - Certification examЧтение