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System and Service Performance Management · LearnSpace
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courseraIT и технологии

System and Service Performance Management

Курс от Coursera
Уровень не указан≈ 12.2 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Master the foundations of monitoring, analyzing, and improving system and service performance in this comprehensive course within the System and Service Performance Management Skill Path. You will develop critical competencies across system log analysis, performance diagnostics, capacity management, service-level design, and AI-enhanced troubleshooting. Throughout the course, you will learn to interpret system and network logs, analyze performance data to proactively identify and resolve operational issues, diagnose root causes of service degradation, and ensure reliability through effective management of system resources and service objectives. You will also gain expertise in defining KPIs, SLIs, SLOs, and SLAs that connect technical performance to business expectations. Through guided instruction and hands-on exposure to industry tools—including Suricata, Splunk, Google SecOps (Chronicle), Wazuh, system administration utilities, security testing frameworks, and generative AI platforms—you will build practical skills in monitoring security events, assessing system health, implementing performance strategies, and generating service-level dashboards and reports for stakeholders. The course also integrates modern AI techniques to help you analyze logs, enhance troubleshooting accuracy, and automate support workflows. This multi-perspective learning experience draws on the expertise of Google, IBM, Google Cloud, and SkillUp, ensuring you gain a broad and realistic understanding of how performance management operates across diverse environments. You will progress from analyzing logs and system behavior, to evaluating network and application performance, to defining service-level structures, and finally to applying advanced AI-driven methods for reporting and operational excellence. Designed for aspiring system administrators, SREs, and IT operations professionals, this course blends conceptual grounding with practical applications, preparing you to confidently optimize system and service performance, ensure reliability, and support organizational objectives through data-driven decision-making. Let this program empower you with the technical depth and modern tools needed to excel in today’s increasingly complex operational ecosystems.

Навыки, которые вы освоите

Service LevelOperating System AdministrationSystems AdministrationContinuous MonitoringPerformance TuningSecure CodingSecurity Information and Event Management (SIEM)Capacity ManagementApplication Performance ManagementNetwork Performance ManagementTechnical Support and ServicesService Level AgreementSystem MonitoringNetwork SecuritySite Reliability EngineeringCapacity PlanningNetwork MonitoringApplication SecurityService ManagementEvent Monitoring

Программа курса

7 модулей · 99 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
02Network traffic and logs using IDS and SIEM tools30 материалов

Overview of logs

WelcomeВидео

Учитесь у экспертов

Professionals from the Industry

Преподаватель курса

System and Service Performance Management
В каталоге вашей программы

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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 12.2 ч

7 модулей

Язык: Английский

Субтитры: Арабский, Французский, Украинский, Бразильский португальский, Корейский, Немецкий, Индонезийский, Турецкий, Испанский, Японский

Часть программы вашего университета
The importance of logs Видео
Best practices for log collection and managementЧтение
Test your knowledge: Overview of logsЗадание
Rebecca: Learn new tools and technologiesВидео
Variations of logs Видео
Overview of log file formatsЧтение
Identify: Match log files to their file formatPLUGIN
Test your knowledge: Log components and formatsЗадание

Overview of intrusion detection systems (IDS)

Security monitoring with detection tools Видео Detection tools and techniquesЧтениеGrace: Security mindset in detection and responseВидеоComponents of a detection signature ВидеоExamine signatures with SuricataВидеоExamine Suricata logsВидеоOverview of SuricataЧтениеActivity: Explore signatures and logs with SuricataВнешний инструментOptional Exemplar: Explore signatures and logs with SuricataВнешний инструментExemplar: Explore signatures with SuricataЧтениеTest your knowledge: Overview of intrusion detection systems (IDS) Задание

Overview of security information event management (SIEM) tools

Reexamine SIEM toolsВидеоLog sources and log ingestionЧтениеQuery for events with SplunkВидеоQuery for events with Google SecOpsВидеоSearch methods with SIEM toolsЧтениеFollow-along guide for Wazuh setupЧтениеActivity: Perform a query with WazuhЗаданиеTest your knowledge: Overview of SIEM toolsЗадание

Review: Network traffic and logs using IDS and SIEM tools

Glossary terms from moduleЧтениеPortfolio Activity Exemplar: Finalize your incident handler's journalЧтение
03What is System Administration?25 материалов

Introduction to System Administration and IT Infrastructure Services

IntroductionВидеоHelpful resources and tipsЧтение

What is System Administration?

What is Systems Administration?ВидеоServers RevisitedВидеоLearn About KVM SwitchЧтениеThe CloudВидео

Systems Administration Tasks

Organizational PoliciesВидеоIT Infrastructure ServicesВидеоUser and Hardware ProvisioningВидеоRoutine MaintenanceВидеоVendorsВидеоVendor Life-Cycle for Custom Services and ProductsЧтениеVendor Life-Cycle for Support of Commercial Products

Applying Changes

With Great Power Comes Great ResponsibilityВидеоChange ManagementЧтениеRecording Your ActionsЧтениеNever Test in ProductionВидеоAssessing RiskВидеоFixing Things the Right WayВидео

Module review

Coach dialogue: Explore the role of a systems administratorDIALOGUEGlossary terms from moduleЧтение
04Network, Application, and Data Security15 материалов

Security Domains

Network SecurityВидеоReading: Key Takeaways: Network SecurityPLUGINReading: Securing Network InfrastructurePLUGINLab DemoВидеоHands-on Lab: Secure Network Diagram PLUGINApplication SecurityВидеоReading: Key Takeaways: Application SecurityPLUGINReading: Secure Coding PracticesPLUGINData SecurityВидеоReading: Key Takeaways: Data SecurityPLUGINReading: Data Security: Why a Proactive Stance is BestPLUGINReading: Quantum Safe EncryptionPLUGINModule 3 Summary: Network, Application, and Data SecurityЧтениеModule 3 Practice Quiz: Network, Application, and Data SecurityЗаданиеModule 3 Glossary: Network, Application, and Data SecurityPLUGIN
05Defining Services9 материалов

Overview

Module OverviewВидео

Requirements, Analysis, and Design

Requirements, Analysis, and DesignВидеоActivity Intro: Analyzing your case studyВидеоActivity Review: Analyzing your case studyВидео

SLOs, SLIs, and SLAs

KPIs and SLIsВидеоSLOs and SLAsВидеоActivity Intro: Defining SLIs and SLOsВидеоActivity Review: Defining SLIs and SLOsВидео

Review

Module ReviewВидео
06Advanced Concepts in Generative AI for Customer Support16 материалов

Chatbots and Sentiment Analysis Using Generative AI

Build a Basic Chatbot ВидеоLab: Using Chatbots for Product InquiriesPLUGINSentiment Analysis using Generative AIВидеоLab: Performing Sentiment Analysis using Gen AIPLUGINMultilingual and Multi-Modal Customer Support ВидеоPractice Quiz: Chatbots and Sentiment Analysis Using Generative AIЗадание

Generative AI for Proactive Support

Generative AI in Customer Support Workflows ВидеоGenerative AI to Perform Proactive Support ВидеоLab: Using Generative AI for Problem ManagementPLUGINGenerative AI to Create SOPsВидеоPractice Quiz: Generative AI for Proactive SupportЗадание

Ethical and Responsible Use of Generative AI

Limitations and Practical Considerations of Generative AIВидеоEthical Considerations for Using generative AI in Customer Support ВидеоResponsible Use of Generative AI in Customer Support ВидеоPractice Quiz: Ethical and Responsible Use of Generative AIЗадание

Summary and Assessment

Summary: Advanced Concepts in Generative AI for Customer SupportЧтение
07Skill Assessment - System and Service Performance Management2 материалов

Lesson

Learner Expectations for Skill AssessmentЧтениеSystem and Service Performance ManagementЗадание
Чтение
Troubleshooting and Managing IssuesВидео
In Case of Fire, Break GlassВидео
Systems Administration TasksЗадание
Dion: My Michelle Obama story Видео