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Logging, Monitoring and Observability in Google Cloud

Approx. 17 hours to complete

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Course Summary

Learn how to implement effective logging, monitoring, and observability in Google Cloud with this course. Explore various Google Cloud tools and techniques for improving application and infrastructure visibility.

Key Learning Points

Understand the importance of logging, monitoring, and observability in Google Cloud
Learn about various Google Cloud tools and techniques for improving visibility
Explore best practices for implementing logging, monitoring, and observability in Google Cloud

Learning Outcomes

Implement effective logging, monitoring, and observability in Google Cloud
Improve application and infrastructure visibility with various Google Cloud tools and techniques
Apply best practices for implementing logging, monitoring, and observability in Google Cloud

Prerequisites or good to have knowledge before taking this course

Basic knowledge of Google Cloud Platform
Familiarity with application and infrastructure architecture

Course Difficulty Level

Intermediate

Course Format

Online self-paced
Video lectures
Hands-on exercises

Similar Courses

Google Cloud Platform Fundamentals: Core Infrastructure
Data Engineering on Google Cloud Platform

Related Education Paths

Notable People in This Field

Kelsey Hightower
Aparna Sinha

Related Books

Description

This three-day instructor-led course teaches participants techniques for monitoring, troubleshooting, and improving infrastructure and application performance in Google Cloud. Guided by the principles of Site Reliability Engineering (SRE), and using a combination of presentations, demos, hands-on labs, and real-world case studies, attendees gain experience with full-stack monitoring, real-time log management, and analysis, debugging code in production, tracing application performance bottlenecks, and profiling CPU and memory usage.

Knowledge

Plan and implement a well-architected logging and monitoring infrastructure.
Define Service Level Indicators (SLIs) and Service Level Objectives.
Create effective monitoring dashboards and alerts.
Monitor, troubleshoot, and improve Google Cloud.

Outline

Introduction
Welcome and Getting Started Guide!
How to download course resources
How to Send Feedback

Introduction to Monitoring in Google Cloud
Module Overview
Overview of Monitoring Tools
Operations-Based Tools
Application Performance Management Tools
Product Knowledge
Quiz

Avoiding Customer Pain
Module Overview
Critical Measures
Four Golden Signals
SLIs, SLOs, SLAs
Choosing a good SLI
Specifying SLIs
Developing SLOs and SLIs
Lab Intro: Developing SLOs and SLIs
Getting Started with Google Cloud Platform and Qwiklabs
Optional: Postmortem Review
Quiz

Alerting Policies
Module Overview
Developing an Alerting Strategy
Creating Alerts
Creating Alerting Policies with the CLI
Lab Intro: Alerting Policies
Service Monitoring
Lab Intro: Service Monitoring
Quiz

Monitoring Critical Systems
Module Overview
Observability Architecture
Understanding Dashboards
Creating Charts
Dashboard Construction
Uptime Checks
Lab Intro: Monitoring and Dashboarding Multiple Projects from a Single Workspace
Quiz

Configuring Google Cloud Services for Observability
Overview
Monitoring
Logging
Baking an Image
Non-VM Resources
Exposing Custom Metrics
Lab Intro: Compute Logging and Monitoring
Quiz

Advanced Logging and Analysis
Module Overview
Labeling
Working with the Log Viewer
Using Log-Based Metrics
Exporting and Analyzing Logs
Error Reporting
Lab Intro: Log Analysis
Quiz

Monitoring Network Security and Audit Logs
Module Overview
VPC Flow Logs
Firewall Rules Logging
Packet Mirroring
Network Intelligence Center
Audit Logs
Data Access Logging
Understanding Audit Logs
Best Practices for Audit Logs
Lab Intro: Data Access Logs
Lab Intro: Optional Lab - Analyzing Network Traffic with VPC Flow Logs
Quiz

Managing Incidents
Module Overview
Incident Management
Declaring an Incident
Restoring Service
Preventing Recurrence
Quiz

Investigating Application Performance Issues
Module Overview
Debugger
Trace
Profiler
Lab Intro: Debugger
Quiz

Optimizing the Costs of Monitoring
Module Overview
The Costs of Monitoring
Bill Estimation
Cost Control Best Practices

Summary of User Reviews

Learn about logging, monitoring, and observability with Google Cloud. This course has received positive reviews from many users who appreciated its practical approach and real-world examples.

Key Aspect Users Liked About This Course

The course content is comprehensive and covers a wide range of topics in logging, monitoring, and observability.

Pros from User Reviews

The course provides hands-on experience with Google Cloud tools and services.
The instructors are knowledgeable and experienced in the field.
The course is well-structured and easy to follow.
The course covers both basic and advanced topics in logging, monitoring, and observability.
The course includes real-world examples and case studies.

Cons from User Reviews

The course may be too technical for beginners.
Some users found the course to be too focused on Google Cloud and not applicable to other platforms.
The course may not cover all the latest developments in the field.
The course may be too long and require a significant time commitment.
Some users found the course to be too expensive.

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