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Google Cloud Training

This course is all about application performance management tools, including Error Reporting, Cloud Trace, and Cloud Profiler.

This class is intended for the following participants:

  • Cloud architects
  • Administrators
  • SysOps personnel
  • Cloud developers
  • DevOps personnel

What's inside

Learning objectives

  • Install and manage ops agent to collect logs for compute engine.
  • Explain cloud operations for gke.
  • Analyze vpc flow logs and firewall rules logs.
  • Analyze resource utilization cost for monitoring related components within google cloud.

Syllabus

0. Introduction
Welcome to Observability in Google Cloud! We will cover the pre-requisites, audience and the course objectives.
1. Configuring Google Cloud Services for Observability
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Traffic lights

Read about what's good
what should give you pause
and possible dealbreakers
Covers application performance management tools, which are essential for maintaining the health and efficiency of cloud-based applications and infrastructure
Presented by Google Cloud, which is recognized for its innovative cloud computing services and contributions to the field of cloud technology
Explores configuring Google Cloud services for observability, which is a critical aspect of managing and optimizing cloud environments
Examines monitoring Google Cloud networks, which is crucial for identifying and resolving performance bottlenecks and security threats
Teaches how to analyze resource utilization costs, which is important for optimizing cloud spending and maximizing return on investment
Focuses on optimizing the costs for Google Cloud Observability, which helps learners implement best practices for controlling operational expenses

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Reviews summary

Observability and monitoring in gcp

According to learners, this course provides a solid introduction to Google Cloud's observability tools, including Cloud Trace, Cloud Profiler, and Error Reporting. Students particularly praise the practical, hands-on labs, which many found invaluable for understanding concepts. The course is considered well-structured and clear, making it suitable for those new to GCP observability. However, some suggest it could benefit from deeper dives into certain topics or more examples of real-world application beyond the basic labs. Overall, it's seen as a positive foundation.
Content is well-explained and easy to follow.
"The explanations were clear and the pace was good for learning."
"Content is presented logically, making it easy to digest."
"I found the material easy to understand and the instructor clear."
Effectively covers main observability services.
"The course does a good job covering the main tools like Cloud Trace, Profiler, and Error Reporting."
"I appreciated the focus on the core set of observability tools within the platform."
"It covered the tools listed in the syllabus quite well."
Serves as a strong foundation for beginners.
"This course gave me a great overview of the key observability tools in GCP."
"A solid starting point for anyone needing to get acquainted with monitoring and tracing in Google Cloud."
"I was new to GCP observability and this course provided a clear introduction to the basics."
Hands-on exercises greatly aid understanding.
"The labs were really great for understanding the different tools and how they work in practice."
"I found the hands-on exercises to be the most valuable part, very practical."
"The provided lab environments worked well and helped solidify the concepts presented."
Some topics could use more detailed coverage.
"While the introduction is good, I felt some areas could have been explored in more detail."
"Could use more advanced scenarios or deeper dives into specific tool features."
"I wish there were more examples of real-world, complex use cases."

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Observability in Google Cloud with these activities:
Review Cloud Networking Fundamentals
Reviewing cloud networking fundamentals will help you better understand the context of VPC Flow Logs and network monitoring within Google Cloud.
Browse courses on VPC
Show steps
  • Review VPC concepts and configurations.
  • Study subnetting and routing principles.
  • Practice configuring network firewalls.
Read 'Google Cloud Platform Cookbook'
Reading this book will provide practical examples of how to implement observability solutions in Google Cloud.
Show steps
  • Identify relevant chapters on monitoring and logging.
  • Implement examples related to Cloud Trace and Profiler.
  • Adapt the recipes to your own Google Cloud environment.
Configure Uptime Checks and Alerts
Practicing configuring uptime checks and alerts will reinforce your understanding of monitoring and alerting in Google Cloud.
Show steps
  • Set up uptime checks for different services.
  • Configure alerts based on uptime check results.
  • Test the alerts by simulating downtime.
Four other activities
Expand to see all activities and additional details
Show all seven activities
Deploy a Sample Application with Observability
Deploying a sample application and instrumenting it with observability tools will provide hands-on experience with the concepts covered in the course.
Show steps
  • Choose a simple application to deploy.
  • Instrument the application with Cloud Trace and Profiler.
  • Create custom dashboards to monitor performance.
  • Simulate performance issues and troubleshoot them.
Write a Blog Post on Observability Best Practices
Writing a blog post will help solidify your understanding of observability best practices and allow you to share your knowledge with others.
Show steps
  • Research observability best practices in Google Cloud.
  • Outline the key topics to cover in your blog post.
  • Write a clear and concise blog post.
  • Publish your blog post on a relevant platform.
Read 'Effective Monitoring and Alerting'
Reading this book will provide a deeper understanding of monitoring and alerting principles, which are essential for effective observability.
View Melania on Amazon
Show steps
  • Focus on chapters related to metrics and alerting strategies.
  • Apply the concepts to Google Cloud monitoring tools.
  • Consider how to implement the strategies in your own projects.
Create a Cost Optimization Report
Creating a cost optimization report will help you apply the knowledge gained in the course to real-world scenarios.
Show steps
  • Analyze resource utilization costs in your Google Cloud project.
  • Identify areas where costs can be optimized.
  • Develop recommendations for cost optimization.
  • Present your findings in a clear and concise report.

Career center

Learners who complete Observability in Google Cloud will develop knowledge and skills that may be useful to these careers:
Site Reliability Engineer
A Site Reliability Engineer ensures the reliability and performance of systems. This role involves monitoring application performance, troubleshooting issues, and optimizing system costs. The 'Observability in Google Cloud' course helps build a foundation for this career. It emphasizes application performance management tools, including Error Reporting, Cloud Trace, and Cloud Profiler, which directly align with the responsibilities of a Site Reliability Engineer. This course is especially helpful to those who want to monitor Google Cloud networks, investigate application performance issues, and optimize the costs for Google Cloud observability. The course would further assist in establishing the skills to install and manage Ops Agent to collect logs for Compute Engine, analyze resource utilization costs for monitoring related components, and analyze VPC Flow Logs and firewall rules logs. The course prepares one to monitor and maintain the reliability of systems.
Cloud Architect
A Cloud Architect designs and implements cloud computing solutions. This role requires a deep understanding of cloud services, networking, and application performance. As the course explicitly mentions Cloud Architects as an intended audience, learners can be confident that the course will be highly beneficial. The 'Observability in Google Cloud' course helps you learn to investigate application performance issues, and install and manage Ops Agent to collect logs for Compute Engine. The course may be useful in analyzing VPC Flow Logs and firewall rules logs. As a cloud architect, one builds architectures, so learning this skill will be helpful. It also teaches how to optimize cloud observability costs. This knowledge helps you to design cost-effective and high-performing cloud solutions.
DevOps Engineer
A DevOps Engineer automates and streamlines software development and deployment processes. Application performance monitoring and cost optimization are critical aspects of this role. As the course explicitly mentions DevOps personnel as an intended audience, learners can be confident that the course will be highly beneficial. Through 'Observability in Google Cloud', one learns about application performance management tools like Error Reporting, Cloud Trace, and Cloud Profiler. The course teaches you to monitor Google Cloud networks, investigate application performance issues, and optimize the costs for Google Cloud observability. It may be useful for analyzing VPC Flow Logs and firewall rules logs. This knowledge helps you build more efficient and reliable deployment pipelines.
Systems Administrator
Systems Administrators are responsible for the upkeep, configuration, and reliable operation of computer systems, especially servers. As the course explicitly mentions Administrators as an intended audience, learners can be confident that the course will be highly beneficial. This includes ensuring resources are properly monitored and performing optimally. The 'Observability in Google Cloud' course helps individuals learn to install and manage Ops Agent to collect logs for Compute Engine. This is directly relevant to the work that a Systems Administrator would do. Moreover, this course helps build a foundation to analyze VPC Flow Logs and firewall rules logs. By analyzing resource utilization cost for monitoring related components within Google Cloud, the systems administrator can ensure efficient resource allocation.
Cloud Developer
A Cloud Developer builds and deploys applications on cloud platforms. Understanding application performance and optimizing costs are important for efficient cloud development. As the course explicitly mentions Cloud Developers as an intended audience, learners can be confident that the course will be highly beneficial. The 'Observability in Google Cloud' course teaches you how to investigate application performance issues using tools like Error Reporting, Cloud Trace, and Cloud Profiler. It teaches you to monitor cloud networks. It also teaches cost optimization. This knowledge allows a cloud developer to ensure their applications are running efficiently and cost-effectively.
Solutions Architect
Solutions Architects design and implement comprehensive technology solutions. This role requires a broad understanding of cloud services, application performance, and cost optimization. The 'Observability in Google Cloud' course helps build a foundation for monitoring Google Cloud networks. It also teaches optimizing the costs for Google Cloud observability. It may be useful for analyzing VPC Flow Logs and firewall rules logs. By installing and managing Ops Agent to collect logs for Compute Engine, and learning to investigate application performance issues, the solutions architect is better positioned to build highly scalable and performant solutions.
Technical Support Engineer
A Technical Support Engineer provides technical assistance to customers. Application performance issues are commonly encountered, and understanding the tools available to diagnose them is invaluable. The 'Observability in Google Cloud' course helps you to investigate application performance issues using tools like Error Reporting, Cloud Trace, and Cloud Profiler. The role helps build a foundation to monitor cloud networks. By analyzing VPC Flow Logs and firewall rules logs, the technical support engineer is better positioned to root cause issues. It may be useful for installing and managing Ops Agent to collect logs for Compute Engine.
Network Engineer
Network Engineers design, implement, and manage computer networks. Monitoring network performance and troubleshooting network issues are core responsibilities. The 'Observability in Google Cloud' course is useful in monitoring Google Cloud networks. It helps build a foundation to analyze VPC Flow Logs and firewall rules logs. It may be useful for optimizing the costs for Google Cloud observability. With this knowledge, the network engineer can ensure robust and efficient network operations.
Data Engineer
Data Engineers design, build, and manage data pipelines and infrastructure. Monitoring the performance and cost of these pipelines is crucial. The 'Observability in Google Cloud' course helps build a foundation to analyze resource utilization cost for monitoring related components within Google Cloud. The course may be useful in learning to install and manage Ops Agent to collect logs for Compute Engine. With this knowledge, the data engineer can build performant and cost-effective data solutions. It may be useful for learning to analyze VPC Flow Logs and firewall rules logs.
Database Administrator
Database Administrators manage and maintain database systems. This includes monitoring database performance and ensuring data availability. The 'Observability in Google Cloud' course helps build a foundation to investigate application performance issues. It also may be useful in learning how to analyze resource utilization cost for monitoring related components within Google Cloud. The database administrator is able to better maintain database performance, after having taken this course. It may be useful to install and manage Ops Agent to collect logs for Compute Engine.
Security Engineer
Security Engineers protect computer systems and networks. Analyzing logs and monitoring network activity are essential tasks. The 'Observability in Google Cloud' course may be useful in learning to analyze VPC Flow Logs and firewall rules logs. It may also be useful for helping the Security Engineer to install and manage Ops Agent to collect logs for Compute Engine. As the course teaches you to monitor cloud networks, the security engineer may find this beneficial. The Security Engineer may use the knowledge to secure systems from attacks and intrusion.
IT Manager
An IT Manager oversees the IT infrastructure of an organization. Understanding application performance and cost optimization is important for effective IT management. The 'Observability in Google Cloud' course may be useful in enabling the IT Manager to better analyze resource utilization cost for monitoring related components within Google Cloud. The course may be useful in learning to monitor Google Cloud networks. By learning to optimize the costs for Google Cloud observability, the IT Manager can plan budgets more effectively.
Product Manager
A Product Manager is responsible for the strategy, roadmap, and feature definition of a product or product line. While this role may not directly involve technical implementation, understanding cloud infrastructure and application performance can be valuable, especially for cloud-based products. The 'Observability in Google Cloud' course may be useful in helping product managers better grasp cloud service configurations and performance monitoring, as well as application performance management tools. This knowledge can enable the product manager to prioritize features that improve application efficiency and cost-effectiveness. It may be useful for understanding resource utilization costs.
Technical Account Manager
A Technical Account Manager serves as the primary technical contact for clients, ensuring their success with a company's products or services. While the role is client-facing, a solid technical understanding is essential for effective communication and problem-solving. The 'Observability in Google Cloud' course may be useful in helping the technical account manager better understand the technical aspects of clients' Google Cloud environments. This knowledge may be useful for better understanding how to monitor Google Cloud networks. Ultimately, this understanding can lead to more effective problem resolution.
Business Analyst
A Business Analyst analyzes an organization or business domain and documents its processes or systems, assessing the business model or its integration with technology. While a Business Analyst role is primarily concerned with business processes, some technical knowledge may be useful. The 'Observability in Google Cloud' course may be useful in enabling the Business Analyst to better analyze resource utilization cost for monitoring related components within Google Cloud. The course might be useful for learning to monitor Google Cloud networks, but this knowledge may not be directly relevant.

Reading list

We've selected two books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Observability in Google Cloud.
Provides practical solutions for managing and automating Google Cloud Platform services. It offers recipes for monitoring, logging, and troubleshooting applications, which are directly relevant to the course. While not a prerequisite, it serves as a valuable reference for real-world implementation scenarios. It is commonly used by cloud engineers and developers.

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