Site Reliability Engineering Practitioner 16 hours

• Implementing SRE principles

• Implementing SRE practices

• Implementing SRE Models

• SRE Patterns and Anti -Patterns

• Use Case: IT Automation

• Video: What is Site Reliability

45min.

• What is on call?

• On Call Challenges

• On-Call Rotations

• On-call rotation best practices

• Benefits of on -call rotation

• On call SRE Team Building

• On-call Incentives

• Use Case: On-Call Team Structure

• Module Quiz

• Tool Demo: PagerDuty for AIOps Solution

1hr. 10min.

• What is Incident Response?

• Incident Command System (ICS)

• Incident response Team

• Metrics for effective Incident Response

• Best Practices

• Use Case: Automatic Security

• Module Quiz

• TOOL Demo – Major Incident Management

 2hrs. 27min.

• Incident postmortem

• Why Incident Postmortems

• Streamline the postmortem Process

• Blameless postmortem

• Incident Postmorten best Practices

• Use Case: Network Outage Playbook

• Module Quiz

2hrs 1min.

• What is a data pipeline?

• Data pipeline components

• Data pipeline types and use cases

• Implementation options for data pipelines

• Continuous Delivery Pipeline

• Data Pipelines On AWS, Microsotf Azure, GCP

• Use Case: Traditional analytics

• Use Case: Real-time analytics

• Use Case: ML Pipeline

• Module Quiz

• AWS CodePipeline Demo: Best Practices for Data Pipelines Release Process 

1hr. 35min.

• Define MLOps

• Evolution of the MLOps

• ML/AI and MLOps capabilities

• Implement AI/ML

• AI/ML/MLOps Stack Canvas

• Deploy ML/AI

• MLOps Maturity Level

• MLOps Infrastructure Stack

• MLOps Principles

• Use Case

• Module Quiz

• Tool Demo: Data Versioning and Data Lineage With Pachyderm

3hr. 15min.

• Deployment Strategies Defined

• Deployment Best Practices

• Deployment Use Cases

• Monolith Vs SOA Vs Microservices

• Tool Demo: Kubernetes Blue Green Deployment

• Module Quiz

1hr. 35min.

• What is Observability?

• Primary Data Classes of Observability

• Objectives of Observability

• Difference between Monitoring and Observability

• Synthetic Monitoring Vs Real User Monitoring

• Why Architectures Require Observability

• Building a Continuously Observable System

• Use and benefits of observability for SREs

• Enterprise Observability Strategy

• Measuring Organizations Observability

• Observability in containers and microservices

• Criteria for good observability tools

• Module Quiz

• Tool Overview: Elastic Observability

1hr. 35min.