This Advanced Site Reliability Engineering Training builds strong expertise in designing, operating, and scaling highly reliable cloud systems using modern SRE and DevOps practices. You learn SLIs, SLOs, SLAs, error budgets, observability, incident management, alerting, RCA, CI CD, chaos engineering, Infrastructure as Code, and performance testing through hands on labs and real world demos using Prometheus, Grafana, Jenkins, Docker, Kubernetes, and Ansible. The course shows how to reduce toil, automate operations, improve resilience, and maintain production ready systems at scale.
通过 Coursera Plus 提高技能,仅需 239 美元/年(原价 399 美元)。立即节省

您将学到什么
Design and manage reliable systems using SLIs, SLOs, SLAs, and error budgets
Build observability and alerting with Prometheus and Grafana
Automate CI CD deployments and reduce toil with SRE practices
Improve resilience using chaos engineering and performance testing
要了解的详细信息
了解顶级公司的员工如何掌握热门技能

积累特定领域的专业知识
- 向行业专家学习新概念
- 获得对主题或工具的基础理解
- 通过实践项目培养工作相关技能
- 获得可共享的职业证书

该课程共有7个模块
Build strong foundations in Site Reliability Engineering by understanding core SRE principles, reliability culture, and modern operations practices. Learn how to define and measure service reliability using SLIs, SLOs, and SLAs, create EC2 instances, and apply error budgets to balance innovation with stability. Gain practical insights into reliability metrics, service performance, and scalable cloud operations.
涵盖的内容
8个视频1篇阅读材料2个作业
8个视频•总计32分钟
- Course Introduction: Site Reliability Engineering (SRE)•3分钟
- Learning Objectives•1分钟
- Introduction to Site Reliability Engineering (SRE)•5分钟
- Core Concepts in SRE•6分钟
- Demo: Creating an EC2 Instance•7分钟
- Demo: Creating SLIs, SLOs, and SLAs for a Sample Service•6分钟
- Understanding Error Budgets: Concepts and Benefits•2分钟
- Applying Error Budgets: Examples and Advanced Practices•2分钟
1篇阅读材料•总计10分钟
- Course Syllabus•10分钟
2个作业•总计115分钟
- Assessment for SRE Foundations•60分钟
- Quiz on Reliability Metrics•55分钟
Master error budgets and observability to maintain reliable, high performing systems at scale. Learn how to calculate and simulate error budgets, reduce alert fatigue, and correlate logs, metrics, and traces for actionable insights. Explore modern observability practices, AI and ML driven monitoring, and hands on setup of Prometheus and Grafana to build proactive cloud reliability management.
涵盖的内容
7个视频2个作业
7个视频•总计38分钟
- Demo: Calculating and Simulating Error Budget•9分钟
- Monitoring and Observability•6分钟
- Overview of Alert Fatigue•2分钟
- Correlating Observability Data•1分钟
- AI/ML in Observability•2分钟
- Demo: Setting up Prometheus and Grafana for Monitoring - Part 1•8分钟
- Demo: Setting up Prometheus and Grafana for Monitoring - Part 2•9分钟
2个作业•总计115分钟
- Assessment for Error Budgets & Observability•60分钟
- Quiz on Modern Observability•55分钟
Develop strong incident management and toil reduction skills to improve system reliability and response time. Learn incident response fundamentals, blameless postmortems, effective communication strategies, and key SRE metrics. Implement automation with Prometheus and shell scripting to reduce manual toil and enable automated service recovery. Build a resilient SRE culture focused on continuous improvement and operational excellence.
涵盖的内容
11个视频1个作业
11个视频•总计57分钟
- Incident Management•4分钟
- Blameless Postmortem•1分钟
- Overview and Types of Incident Communication•2分钟
- Metrics and Automation in Incident Response•1分钟
- Demo: Implementing Incident Management with Prometheus - Part 1•14分钟
- Demo: Implementing Incident Management with Prometheus - Part 2•10分钟
- Toil Reduction•3分钟
- Demo: Implementing Toil Reduction with Automated Service Recovery Using Shell Script - Part 1•12分钟
- Demo: Implementing Toil Reduction with Automated Service Recovery Using Shell Script - Part 2•5分钟
- SRE Culture•3分钟
- Key Takeaways•1分钟
1个作业•总计60分钟
- Assessment for Incident Management & Toil Reduction•60分钟
Strengthen reliability engineering and deployment practices to build scalable, fault tolerant systems. Learn core reliability principles, blue green and canary deployment strategies, and hands on SRE implementation. Explore automation foundations including Infrastructure as Code, configuration management, CI CD pipelines, monitoring, scaling, and incident response using tools like Ansible and Nginx for resilient cloud operations.
涵盖的内容
10个视频1个作业
10个视频•总计51分钟
- Learning Objectives•2分钟
- Introduction to Reliability Engineering•4分钟
- Deployment Strategies in Reliability Engineering•3分钟
- Demo: Implementing Site Reliability Engineering (SRE) with Blue-Green and Canary Deployment•14分钟
- Introduction to SRE Automation•3分钟
- Infrastructure as Code (IaC): Concepts, Benefits, Tools, and Best Practices•4分钟
- Configuration Management in SRE: Concepts, Practices, and Benefits•3分钟
- SRE Automation: Key Areas and Types•3分钟
- SRE Automation: Pipelines, Monitoring, Scaling, and Incident Response•7分钟
- Demo: Automating SRE with Ansible and HTTPS Nginx•8分钟
1个作业•总计60分钟
- Assessment for Reliability Engineering & Deployments•60分钟
Build advanced alerting, automation, and root cause analysis skills to strengthen site reliability engineering. Learn principles of effective alert design, SLO based multi level alerting, and strategies to reduce alert fatigue using Prometheus, Node Exporter, and Alertmanager. Master incident response, escalation paths, RCA techniques, blameless postmortems, and error budget management to continuously measure and improve system reliability.
涵盖的内容
17个视频1个作业
17个视频•总计95分钟
- Principles of Good Alerting•1分钟
- Managing Alert Fatigue: Actionable Alerts and Prioritization Framework•3分钟
- Common Alerting Tools•1分钟
- Designing Effective Alerts: Multi-Level and SLO-Based Alerting•2分钟
- Demo: Monitoring EC2 Instance and Alerting Strategy with Prometheus, Node Exporter, and Alertmanager - Part 1•14分钟
- Demo: Monitoring EC2 Instance and Alerting Strategy with Prometheus, Node Exporter, and Alertmanager - Part 2•12分钟
- Incident Response: Process, Escalation Paths, and the Incident Commander Role•6分钟
- Root Cause Analysis (RCA) and Its Importance in SRE•1分钟
- Root Cause Analysis in SRE: Techniques and Implementation•7分钟
- Effective Postmortems: Blameless Practices and Continuous Improvement•6分钟
- Demo: Setting Up System Monitoring, Incident Alerts, and Response with Prometheus and Alertmanager - Part 1•12分钟
- Demo: Setting Up System Monitoring, Incident Alerts, and Response with Prometheus and Alertmanager - Part 2•12分钟
- Demo: Setting Up System Monitoring Incident Alerts and Response with Prometheus and Alertmanager - Part 3•6分钟
- SRE Reliability•3分钟
- Managing Reliability with Error Budgets•2分钟
- Measuring and Improving Reliability•3分钟
- Key Takeaways•3分钟
1个作业•总计60分钟
- Assessment for Alerting, Automation & RCA•60分钟
Master CI CD and chaos engineering to enhance reliability and resilience in modern cloud environments. Learn CI CD fundamentals, automation strategies, and operational best practices for SRE teams using Jenkins and Docker. Explore chaos engineering principles, real world practices, and Kubernetes use cases. Implement controlled failure testing with Pumba to build fault tolerant, production ready systems.
涵盖的内容
12个视频
12个视频•总计73分钟
- Learning Objectives•1分钟
- CI/CD Fundamentals for SRE•5分钟
- Operationalizing CI/CD for SRE Teams•4分钟
- CI/CD Tooling and Automation for SRE Teams•4分钟
- Demo: Setting up CI/CD Pipeline with Jenkins and Docker - Part 1•13分钟
- Demo: Setting up CI/CD Pipeline with Jenkins and Docker - Part 2•11分钟
- Demo: Setting up CI/CD Pipeline with Jenkins and Docker - Part 3•6分钟
- Choas Engineering Fundamentals•4分钟
- Chaos Engineering Practices•5分钟
- Chaos Engineering in Kubernetes and Use Cases•3分钟
- Demo: Implementing Chaos Engineering with Pumba - Part 1•7分钟
- Demo: Implementing Chaos Engineering with Pumba - Part 2•9分钟
Advance your SRE expertise with performance testing and large scale reliability practices. Learn performance engineering fundamentals, realistic load profiling, and CI CD integrated testing with multi user load simulations. Explore SRE implementation at scale, error budgets, team workflows, tools, and metrics. Build a learning culture and implement container monitoring and alerting with Docker for resilient systems.
涵盖的内容
13个视频
13个视频•总计78分钟
- Introduction to Performance Testing•6分钟
- Realistic Load Profiles•2分钟
- Performance Testing in CI/CD•5分钟
- Demo: Multi-User Load Testing with Chaos - Part 1•10分钟
- Demo: Multi-User Load Testing with Chaos - Part 2•11分钟
- SRE Fundamentals: Core Principles and Supporting Practices•5分钟
- Implementing SRE: Workflow, Team Structure, Tools, and Metrics•5分钟
- Implementing Error Budgets and Building a Learning Culture•2分钟
- Use Case: Integrated SRE approach•1分钟
- SRE Implementation: Challenges, Strategies, and Future Trends•4分钟
- Demo: Implementing Container Restart Detection and Alerting with Docker - Part 1•12分钟
- Demo: Implementing Container Restart Detection and Alerting with Docker - Part 2•13分钟
- Key Takeaways•1分钟
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常见问题
DevOps engineers, cloud professionals, system administrators, IT support professionals, SRE aspirants, and IT practitioners looking to build strong foundations in site reliability engineering, observability, automation, CI CD, and cloud reliability practices.
Define and manage SLIs, SLOs, SLAs, and error budgets, implement observability with Prometheus and Grafana, automate CI CD pipelines, apply incident management and RCA practices, perform chaos engineering, and conduct performance testing for reliable cloud systems.
SRE foundations, reliability metrics, error budgets, observability, Prometheus and Grafana, incident management, toil reduction, blue green and canary deployments, Infrastructure as Code, automation with Ansible, CI CD with Jenkins, Docker and Kubernetes use cases, chaos engineering, alerting, RCA techniques, and performance testing.
No, it is beginner-friendly. Basic understanding of IT or cloud concepts is helpful but not required.
Yes, you will receive a certificate validating your expertise in Site Reliability Engineering, reliability metrics, observability, automation, CI CD, chaos engineering, and performance optimization for production-ready cloud environments.
To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.
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¹ 本课程的部分作业采用 AI 评分。对于这些作业,将根据 Coursera 隐私声明使用您的数据。


