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GenAI for Cybersecurity: Blue Team · LearnSpace
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courseraIT и технологии

GenAI for Cybersecurity: Blue Team

Курс от LearnQuest
Начальный≈ 5.2 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

By the end of this course, you will be able to: * Detect anomalies in large-scale network traffic using AI-powered analysis. * Build and customize SOAR playbooks that automate incident response. * Apply AI-driven enrichment to investigate suspicious activity and reduce false positives. * Scale threat response and manage alert fatigue across global SOC operations. Modern security teams face thousands of daily alerts, insider risks, and evolving compliance demands—challenges that overwhelm traditional defense methods. This course equips you with the skills to use generative AI as a force multiplier for blue team defense. You’ll learn to analyze network traffic with AI-driven clustering, design and customize automated SOAR playbooks, and apply enrichment techniques that transform raw indicators into actionable intelligence. Through hands-on scenarios, you’ll practice scaling response across multinational environments and reducing analyst fatigue by prioritizing high-value alerts. What makes this course unique is its focus on bridging AI with real-world SOC workflows: you’ll not only understand the technology but also see how to integrate it into daily defensive operations. By completing this course, you’ll be prepared to step into SOC and incident response roles with confidence, offering your team faster, smarter, and more reliable defenses against today’s advanced threats.

Навыки, которые вы освоите

Incident ResponseAI IntegrationsAI SecurityCyber Threat HuntingThreat DetectionScriptingNetwork AnalysisAnomaly DetectionAI EnablementAutomationScripting LanguagesComputer Security Incident ManagementIncident ManagementCyber Threat IntelligenceNetwork MonitoringMachine Learning Algorithms

Программа курса

3 модулей · 40 учебных материалов

01Network Traffic Analysis with AI16 материалов

Welcome to the Blue Team

Welcome to the Blue TeamВидеоLevel-Set with CoachDIALOGUE

Network Analysis with AI

Network Analysis with AI: Lesson OverviewЧтениеNetwork Analysis - IntroductionВидео

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LearnQuest Network

Преподаватель курса

GenAI for Cybersecurity: Blue Team
В каталоге вашей программы

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Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 5.2 ч

3 модулей

Язык: Английский

Субтитры: Узбекский, Казахский

Часть программы вашего университета
Network Analysis with K-Means in Wireshark & PythonЧтение
Demo: Network Analysis with K-MeansВидео
Try it Yourself: Network Analysis with K-MeansЧтение
Demo: Check network for anomalous trafficВидео
Try it Yourself: Check Network for Anomalous TrafficЧтение

Refine Analysis with K-Mean Clusters

Activity Introduction: Refining Analysis with K-Means ClustersЧтениеRefining Analysis with K-Mean ClustersВидеоLab Exercise: Refining Analysis with K-Means ClustersЧтениеDemo 2: Refined Cluster AnalysisВидеоLab Exercise: Refined Cluster AnalysisЧтение

Wrap-Up: Network Traffic Analysis with AI

Network Traffic Analysis - ExamЗаданиеPut the Automation to WorkВидео
02SOAR Solutions with AI13 материалов

SOAR Playbooks

Lesson 1 Overview: SOAR PlaybooksЧтениеAutomate SOAR Activities with AI/MLВидеоDemo: Add Python PlaybookВидеоLab Exercise: Build and Run a SOAR PlaybookЧтениеDemo2: Test with API KeyВидео

SOAR Customization

Lesson 2 Overview: SOAR CustomizationЧтениеSOAR ProcessВидеоDemo: Customize a SOAR EnvironmentВидеоLab Exercise: Customize a SOAR EnvironmentЧтение

SOAR Automation

Lesson 3 Overview: SOAR AutomationЧтениеSOAR AutomationВидеоLab Exercise: SOAR Automation with StackStormЧтениеSOAR Solutions - ExamЗадание
03Advanced Threat Hunting and Response11 материалов

AI-Enabled Threat Hunting Techniques

AI-Enabled Threat Hunting TechniquesЧтениеAdvanced Threat Hunting ВидеоTask: Conducting AI-Assisted Threat HuntingЧтениеAI-Enabled Threat HuntingDIALOGUE

Automating Threat Intelligence and Enrichment

Lesson 2 Overview: Automating Threat Intelligence and EnrichmentЧтениеTask: Automating Threat Intelligence and EnrichmentЧтениеAutomate Threat Intelligence and EnrichmentDIALOGUE

Scaling Response and Managing Alert Fatigue

Lesson 3 Overview: Scaling Response and Managing Alert FatigueЧтениеTask: Prioritizing Alerts in a Multinational SOCЧтениеAdvanced Threat Hunting and ResponseЗаданиеReady for AI-Driven Phishing Attacks?Видео