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Open Source Observability Stack Essentials · LearnSpace
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courseraIT и технологии

Open Source Observability Stack Essentials

Курс от Coursera
Средний≈ 5.3 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Modern cloud-native applications rarely crash outright. Instead, they fail in subtle ways such as latency spikes, partial errors, or noisy dependencies. This course helps you become productive with the open-source trio used across the industry: Prometheus for metrics and PromQL analysis, Grafana for dashboards and alerting, and OpenTelemetry for standard, vendor-neutral instrumentation. You will launch a small local stack, scrape metrics, and build a practical three-panel dashboard that tracks requests, errors, and latency. Then you will create alerts that actually matter and instrument a sample service with the OpenTelemetry SDK to produce traces that can be correlated with metrics. Along the way, you will learn key observability patterns like pull versus push collection, label hygiene, histogram quantiles, and Collector pipelines. Learners should be familiar with basic Docker or Linux, YAML/JSON, and be comfortable with web apps/HTTP; Kubernetes familiarity helpful. This course is designed for software engineers, SREs, and platform engineers who want hands-on experience setting up and using an open-source observability stack to diagnose real production issues. By the end, you will have working configurations, starter queries, and a clear path to production that covers exporters, data retention, SLOs, and burn rate alerts.

Навыки, которые вы освоите

Prometheus (Software)GrafanaSystem MonitoringSite Reliability EngineeringOpen Source TechnologyData PipelinesDocker (Software)Application Performance ManagementService LevelEvent MonitoringKubernetesDashboard CreationQuery LanguagesDevops Tools

Программа курса

3 модулей · 23 учебных материалов

01Foundations: Signals, Tools, and the Minimal Stack8 материалов
The Flash Sale Meltdown: When All Targets Show GreenDIALOGUEWelcome to the Course: Course OverviewЧтениеIntroduction and WelcomeВидеоWhat “Observability” Really Means Видео

Учитесь у экспертов

Starweaver

Global Leaders in Professional & Technology Education

Luca Berton

Ansible Automation Expert, Published Author & Creator of the Ansible Pilot Project

Open Source Observability Stack Essentials
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 5.3 ч

3 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Корейский, Индонезийский, Испанский, Японский

Часть программы вашего университета
The Minimal Open-Source Stack (Architecture Flyover)Видео
Start the Stack with Docker ComposeВидео
Hands-On-Learning: Stack Up! Your First Observability EnvironmentВзаимная проверка
Cheat-Sheet: Signals & Tool RolesЧтение
02Prometheus + Grafana Essentials: PromQL and Dashboards6 материалов
The Mystery of the Midday SlowdownDIALOGUEMastering PromQL QueriesВидеоStarter PromQL SnippetsЧтениеBuild the Three-Panel DashboardВидеоAlerting Fundamentals: Thresholds & WindowsВидеоHands-On-Learning: Build Your First Production DashboardВзаимная проверка
03OpenTelemetry in Practice: Traces, Collector Pipelines, and Correlation9 материалов
“It Works on My Machine”: Trace or Metric?DIALOGUEOTel SDK : Minimal App InstrumentationВидеоBuild Collector PipelinesВидеоCorrelating Traces & MetricsЧтениеFrom Panel to Span: Root-Cause AnalysisВидеоHands-On-Learning: From Code to Trace: Root-Cause Detection Взаимная проверкаCourse Wrap-UpВидеоProject: Production Ready: Full-Stack Observability CapstoneВзаимная проверкаOpen Source Observability Stack EssentialsЗадание