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Infrastructure as Code and AI for Network Operations · LearnSpace
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courseraIT и технологии

Infrastructure as Code and AI for Network Operations

Курс от Coursera
Уровень не указан≈ 20.1 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Learn how to automate and manage network infrastructure with Infrastructure as Code, and apply generative AI to strengthen day-to-day network operations. You’ll build competency in developing and deploying automation scripts with configuration management, then use generative AI to create and maintain network documentation. You’ll also practice prompt engineering with Large Language Models (LLMs) to troubleshoot network issues, and apply generative AI to draft and audit network security policies. The learning path progresses from deploying and working with Puppet for rule creation, node management, and safe validation practices, to using generative AI in cybersecurity contexts, and then applying troubleshooting diagnostics in a realistic scenario. You’ll round out your skills with Azure network security and monitoring concepts and core networking foundations, including physical and virtual networking as it relates to hosts and virtual machines. No specific tools are required beyond a computer with internet access, and content from Google, IBM, Microsoft, EDUCBA, and Illinois Tech provides valuable multi-author perspectives. Ideal for network and IT professionals looking to modernize operations with automation and AI.

Навыки, которые вы освоите

Network MonitoringVirtual MachinesGenerative AIInfrastructure as Code (IaC)Infrastructure SecurityPrompt EngineeringLarge Language ModelingMicrosoft AzureVirtualizationCyber OperationsAI SecurityHardware ArchitectureGeneral NetworkingPuppet (Configuration Management Tool)Virtual NetworkingLLM ApplicationNetwork InfrastructureNetworking HardwareNetwork SecurityNetwork Troubleshooting

Программа курса

8 модулей · 107 учебных материалов

01Start Here: Get Oriented and Check Your Skills2 материалов
Start Here: How This Skill-Based Course WorksЧтениеSkill Diagnostic: Find Your Recommended Starting PointЗадание
02Deploying Puppet24 материалов

Deploying Puppet Locally

Review: Applying rules locallyЧтение

Учитесь у экспертов

Professionals from the Industry

Преподаватель курса

Infrastructure as Code and AI for Network Operations
В каталоге вашей программы

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Новые знания — в удобное для вас время.

Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 20.1 ч

8 модулей

Язык: Английский

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

Часть программы вашего университета
Applying Rules LocallyВидео
Review: Managing resource relationshipsЧтение
Managing Resource RelationshipsВидео
Review: Organizing your Puppet modulesЧтение
Organizing Your Puppet ModulesВидео
More Information About Deploying Puppet LocallyЧтение
Test your knowledge: Deploying Puppet LocallyЗадание

Deploying Puppet to Clients

Review: Puppet nodesЧтениеPuppet NodesВидеоPuppet's Certificate InfrastructureВидеоReview: Setting up Puppet clients and serversЧтениеSetting up Puppet Clients and ServersВидеоMore Information about Deploying Puppet to ClientsЧтениеTest your knowledge: Deploying Puppet to ClientsЗадание

Updating Deployments

Review: Modifying and testing manifestsЧтениеModifying and Testing ManifestsВидеоSafely Rolling out Changes and Validating ThemВидеоMore Information About Updating DeploymentsЧтениеTest your knowledge: Updating DeploymentsЗадание

Review

Wrap Up: Deploying PuppetВидеоQwiklabs Assessment: Finishing a Puppet deploymentВнешний инструментExemplar: Finishing a Puppet deploymentЧтениеCoach dialogue: Puppet fundamentalsDIALOGUE
03Skill Assessment 13 материалов

Lesson

Practice for Automation with Configuration ManagementЗаданиеLearner Expectations for AssessmentЧтениеCheckpoint 1 of 2 - Automation with Configuration ManagementЗадание
04Get Started with Gen AI in Cybersecurity25 материалов

The Security Implications of Generative AI

Transition from Conventional AI to Generative AI and its Benefits in CybersecurityВидеоReading: Applications of Generative AI in Different Cybersecurity TasksPLUGINThe Future of Cybersecurity in the Era of Generative AIВидео[Optional] Prompt Injection Attack ВидеоGenerative AI and LLM Risk ВидеоSecurity Risks Associated with Using Generative AI ToolsВидеоHands-on Lab: Preventing Malicious Code Execution with Generative AIPLUGINCybersecurity Analytics Using Generative AI ВидеоReading: Application of Generative AI in Content Filtering and MonitoringPLUGINHands-on Lab: Using Generative AI to Block/Remove Offensive ContentВнешний инструментReading: Threats on Generative AI ModelsPLUGINGuarding against NLP-based Attacks on Generative AI ВидеоGenerative AI Transforming Cybersecurity RolesВидеоLesson 1 Summary: The Security Implications of Generative AIЧтениеLesson 1 Practice Quiz: The Security Implications of Generative AIЗадание

Introduction to Generative AI and Data Security

Unleashing the Power of Generative AI for Cybersecurity ВидеоReading: The Cost of a Data Breach (CoDB) and the Impact of AIPLUGINDemo: Using the Power of Generative AI in Data SecurityВидеоHands-on Lab: Applying Generative AI for Attack Pattern AnalysisВнешний инструментOverview of Incident Response and Forensic AnalysisВидеоUsing Generative AI for Cybersecurity Report Summarization and Playbooks Видео
05Practice Capstone Project: Technical Troubleshooting Diagnostics10 материалов

Final capstone project and assessment: Technical troubleshooting diagnostics

About the practice project and assessmentЧтениеActivity: Troubleshoot a scenarioЗаданиеExemplar: Troubleshoot a scenarioPLUGIN

Generative AI for IT Support Specialist

Introduction to Generative AI for IT Support SpecialistВидеоUnderstanding the importance of role in the promptsВидеоCreating workplace educational contentВидеоEliciting information through phishing attacks with artificial assistanceЧтениеStreamlining company research with Microsoft Copilot: A practical use caseВидеоActivity: Leveraging Generative AI for phishing analysisЗаданиеPeer reviewВзаимная проверка
06Network Security and Monitoring in Azure20 материалов

Network Security Groups and Application Security Groups

Module Introduction - Network Security and Monitoring in AzureВидеоNetwork Security GroupsВидеоApplication Security GroupsВидеоNetwork Security Groups Demo Part 1ВидеоNetwork Security Groups Demo Part 2ВидеоPractice Quiz: Network Security Groups and Application Security GroupsЗадание

Azure Firewall

Azure FirewallВидеоAzure Firewall Demo Part 1ВидеоAzure Firewall Demo Part 2ВидеоPractice Quiz: Azure FirewallЗадание

Azure DDOS Protection

Azure DDOS ProtectionВидеоAzure DDOS Protection Demo Part 1ВидеоAzure DDOS Protection Demo Part 2ВидеоPractice Quiz: Azure DDOS ProtectionЗадание

Azure Network Watcher

Azure Network WatcherВидеоAzure Network Watcher Demo Part 1ВидеоAzure Network Watcher Demo Part 2ВидеоPractice Quiz: Azure Network Watcher ЗаданиеConclusion - Network Security and Monitoring in AzureВидеоSecuring and Monitoring an Azure Networked ApplicationDIALOGUE
07Networking20 материалов

Introduction

IntroductionЧтение

Lesson 1: Physical Networking

Physical NetworkingЧтениеPhysical Networking - Part 1ВидеоPhysical Networking - Part 2ВидеоPhysical Networking QuizЗадание

Lesson 2: Virtual NICs and Switches

Virtual NICs and SwitchesЧтениеVirtual NICs and Switches - Part 1ВидеоVirtual NICs and Switches - Part 2ВидеоVirtual NICs and Switches QuizЗадание

Lesson 3: Network Segmentation

Network SegmentationЧтениеNetwork Segmentation - Part 1ВидеоNetwork Segmentation - Part 2ВидеоNetwork Segmentation QuizЗадание

Lesson 4: Video walk through of Networking Components

Networking ComponentsЧтениеVideo Walk Through of Networking ComponentВидеоVideo walk through of Networking Components QuizЗадание

Lesson 5: Best Practices and IRL - Dual NIC VMs

Best Practices and IRL - Dual NIC VMsЧтение Best Practices and IRL - Dual NIC VMs - Part 1Видео Best Practices and IRL - Dual NIC VMs - Part 2ВидеоBest Practices and IRL - Dual NIC VMs QuizЗадание
08Skill Assessment 23 материалов

Lesson

Practice for Applying Generative AI for Network OperationsЗаданиеLearner Expectations for AssessmentЧтениеCheckpoint 2 of 2 - Applying Generative AI for Network OperationsЗадание
Expert Viewpoints: Challenges of Integrating Generative AI into Cybersecurity SystemsВидео
Hands-on Lab: Cyber Incident Reports and Playbook using Generative AIВнешний инструмент
Lesson 2 Summary: Introduction to Generative AI and Data SecurityЧтение
Lesson 2 Practice Quiz: Introduction to Generative AI and Data Security Задание