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Using Prometheus for Monitoring on Google Cloud

Qwik Start

Google Cloud Training

This is a self-paced lab that takes place in the Google Cloud console.

In this lab, you'll set up a Google Kubernetes Engine cluster, then deploy the Managed Service for Prometheus to ingest metrics from a simple application.

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What's inside

Syllabus

Using Prometheus for Monitoring on Google Cloud: Qwik Start

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Focuses on setting up a Google Kubernetes Engine cluster, matching its relevance to those working with Google Cloud

Provides hands-on experience with the Managed Service for Prometheus, enhancing its practicality

Taught by Google Cloud Training, ensuring the quality and expertise of the instruction

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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 Using Prometheus for Monitoring on Google Cloud: Qwik Start with these activities:

Review SQL queries

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Refresh your SQL skills to ensure you can effectively query data from Prometheus.

Browse courses on SQL

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Take a SQL practice test
Review SQL tutorials
Practice writing SQL queries

Mentor other students in the course

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Share your knowledge and help other students understand course concepts.

Browse courses on Prometheus

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Join the discussion forums
Answer questions from other students
Create a study group

Deploy Prometheus using Terraform

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Gain hands-on experience in deploying Prometheus using Terraform.

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Create a Terraform configuration file
Deploy Prometheus using Terraform
Validate the deployment

Ten other activities

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Show all 13 activities

Set up a Google Kubernetes Engine cluster

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Set up a Kubernetes cluster to practice deploying and managing a real-world application.

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Create a Google Cloud account and project
Enable the Kubernetes Engine API
Create a Kubernetes cluster

Join a Kubernetes community group

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Join a Kubernetes community to connect with other learners, ask questions, and share knowledge.

Browse courses on Kubernetes

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Find a Kubernetes community group online or in your local area
Attend meetings and participate in discussions

Create a Kubernetes documentation repository

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Compile a repository of helpful Kubernetes documentation and resources to support your learning and future reference.

Browse courses on Kubernetes

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Gather links to relevant Kubernetes documentation
Organize the documentation into logical categories
Share your repository with others

Configure Prometheus to monitor your application

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Learn how to configure Prometheus to collect metrics from your application.

Browse courses on Prometheus

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Install the Prometheus Operator
Create a PrometheusRule resource
Test your Prometheus configuration

Attend a Prometheus workshop

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Gain deeper insights into Prometheus through an in-person or virtual workshop.

Browse courses on Prometheus

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Search for Prometheus workshops
Attend a Prometheus workshop

Create a Grafana dashboard to visualize Prometheus metrics

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Create a Grafana dashboard to visualize metrics collected by Prometheus, which will allow you to monitor your application's performance and identify potential issues.

Browse courses on Grafana

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Set up Grafana on your Kubernetes cluster
Configure the Grafana Prometheus data source
Create a new dashboard and add visualizations

Participate in a Kubernetes hackathon

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Participate in a Kubernetes hackathon to test your skills, learn from others, and contribute to the community.

Browse courses on Kubernetes

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Find a hackathon that interests you
Form a team or work individually
Develop and submit your project

Mentor junior Kubernetes users

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Share your knowledge and mentor junior Kubernetes users to solidify your understanding and enhance their learning experience.

Browse courses on Kubernetes

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Identify junior Kubernetes users who need guidance
Offer your help and provide mentorship
Set goals, provide feedback, and support their progress

Build a Kubernetes-based web application

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Build a web application using Kubernetes to gain hands-on experience with container orchestration.

Browse courses on Kubernetes

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Design and plan your application
Create the necessary Kubernetes resources
Deploy and test your application

Create a dashboard to visualize metrics

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Develop a dashboard to visualize key metrics from your application.

Browse courses on Prometheus

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Install Grafana
Create a Grafana dashboard
Configure Grafana to display your metrics

Career center

Learners who complete Using Prometheus for Monitoring on Google Cloud: Qwik Start will develop knowledge and skills that may be useful to these careers:

Software Engineer

Software Engineers design, develop, and maintain software applications. They work to ensure that software applications are reliable, secure, and efficient. This course will help you understand how to use Prometheus to monitor your software applications. This knowledge will help you to identify and resolve problems quickly and efficiently.

See salaries and explore the career path for Software Engineer

Site Reliability Engineer

Site Reliability Engineers are responsible for the reliability of websites and online services. They work to ensure that these services are always available and performant. This course will help you understand how to use Prometheus to monitor your websites and online services. This knowledge will help you to identify and resolve problems quickly and efficiently.

See salaries and explore the career path for Site Reliability Engineer

Performance Engineer

Performance Engineers work to improve the performance of computer systems. They use tools and techniques to identify and resolve performance bottlenecks. This course will help you understand how to use Prometheus to monitor and analyze the performance of your applications. This knowledge will help you to identify and resolve performance problems quickly and efficiently.

See salaries and explore the career path for Performance Engineer

Cloud Engineer

Cloud Engineers build and maintain cloud computing systems. They work with Cloud Architects to implement technical solutions that meet business needs. This course will help you develop the skills you need to deploy and manage Prometheus on Google Kubernetes Engine. This will enable you to collect and analyze metrics from your applications and ensure that they are running optimally.

See salaries and explore the career path for Cloud Engineer

Security Engineer

Security Engineers work to protect computer systems from unauthorized access and attacks. They use tools and techniques to identify and mitigate security risks. This course will help you understand how to use Prometheus to monitor your systems for security threats. This knowledge will help you to identify and respond to security incidents quickly and effectively.

See salaries and explore the career path for Security Engineer

Cloud Architect

Cloud Architects design, plan, and manage cloud computing systems. They work with stakeholders to understand business needs and translate them into technical requirements. This course will help you understand how to set up and configure Prometheus for monitoring on Google Cloud. This knowledge is essential for Cloud Architects who need to ensure that their applications are running efficiently and reliably.

See salaries and explore the career path for Cloud Architect

Network Engineer

Network Engineers design, build, and maintain computer networks. They work to ensure that networks are reliable, secure, and efficient. This course will help you understand how to use Prometheus to monitor your network traffic. This knowledge will help you to identify and resolve problems quickly and efficiently.

See salaries and explore the career path for Network Engineer

Systems Administrator

Systems Administrators are responsible for the day-to-day operations of computer systems. They work to ensure that systems are running smoothly and efficiently. This course will help you understand how to use Prometheus to monitor your systems. This knowledge will help you to identify and resolve problems quickly and efficiently.

See salaries and explore the career path for Systems Administrator

Machine Learning Engineer

Machine Learning Engineers design and develop machine learning models. They use tools and techniques to train and evaluate machine learning models. This course will help you understand how to use Prometheus to monitor the performance of your machine learning models. This knowledge will help you to identify and resolve problems quickly and efficiently.

See salaries and explore the career path for Machine Learning Engineer

IT Operations Specialist

IT Operations Specialists are responsible for the day-to-day operations of IT systems. They work to ensure that systems are running smoothly and efficiently. This course will help you understand how to use Prometheus to monitor your IT infrastructure. This knowledge will help you to identify and resolve problems quickly and efficiently.

See salaries and explore the career path for IT Operations Specialist

Data Analyst

Data Analysts use data to solve business problems. They use tools and techniques to collect, clean, and analyze data. This course will help you understand how to use Prometheus to collect and analyze metrics from your applications. This knowledge will help you to make data-driven decisions that can improve the performance and reliability of your applications.

See salaries and explore the career path for Data Analyst

Database Administrator

Database Administrators are responsible for the day-to-day operations of databases. They work to ensure that databases are reliable, secure, and efficient. This course will help you understand how to use Prometheus to monitor your databases. This knowledge will help you to identify and resolve problems quickly and efficiently.

See salaries and explore the career path for Database Administrator

Risk Analyst

Risk Analysts identify and assess risks to an organization. They use tools and techniques to develop risk management plans. This course will help you understand how to use Prometheus to monitor your organization's risks. This knowledge will help you to identify and mitigate risks that could impact your organization's financial performance.

See salaries and explore the career path for Risk Analyst

Quantitative Analyst

Quantitative Analysts use mathematical and statistical models to analyze data. They use this information to make predictions and recommendations about financial markets. This course will help you understand how to use Prometheus to collect and analyze financial data. This knowledge will help you to make data-driven decisions that can improve your investment performance.

See salaries and explore the career path for Quantitative Analyst

DevOps Engineer

DevOps Engineers work to bridge the gap between development and operations teams. They use tools and practices to automate and streamline the software development process. This course will help you understand how to use Prometheus to monitor your applications and infrastructure. This knowledge will help you to identify and resolve problems quickly and efficiently.

See salaries and explore the career path for DevOps Engineer

Reading list

We've selected ten 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 Using Prometheus for Monitoring on Google Cloud: Qwik Start.

Prometheus: Up & Running

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A comprehensive introduction to the concepts, configuration, and best practices of using Prometheus for monitoring.

Using Prometheus for Monitoring on Google Cloud

Qwik Start

What's inside

Syllabus

Good to know

Save this course

Activities

Career center

Reading list

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