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Patrick Ester,
Dmitrii Suchkov,
and
Max Kraev
This course is designed for those who want to get the most out of the applications you write. Learn about the different tools and strategies for diagnosing areas of concern regarding application performance. All assignments are hands-on, and there is nothing to install on your own computer. All work can be completed in the browser.
Register for this course and see more details by visiting:
OpenCourser.com/course/4btas2/performance
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What's inside
Syllabus
Monitoring
Welcome to Week 1 of the Performance Monitoring for Application Developers course. These assignments cover the concept of monitoring, using the Prometheus architecture, and creating dashboards with Grafana. The module ends with graded summative assessments.
Read more
Syllabus
Monitoring
Welcome to Week 1 of the Performance Monitoring for Application Developers course. These assignments cover the concept of monitoring, using the Prometheus architecture, and creating dashboards with Grafana. The module ends with graded summative assessments.
Read more
Metrics
Welcome to Week 2 of the Performance Monitoring for Application Developers course. These assignments cover monitoring via application metrics, via server metrics, and via user metrics. The module ends with graded summative assessments.
Monitoring Utilities
Welcome to Week 3 of the Performance Monitoring for Application Developers course. These assignments cover logs, alerts, and cloud monitoring services. The module ends with graded summative assessments.
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Helps learners apply tools and strategies to diagnose application performance issues
Teaches the fundamentals of monitoring, including using the Prometheus architecture and creating dashboards with Grafana
Covers a variety of monitoring techniques, including collecting metrics, using logs, setting up alerts, and utilizing cloud monitoring services
Hands-on, browser-based assignments provide practical experience in monitoring applications
Suitable for learners who want to improve the performance of their applications
Save this course
Save Performance Monitoring For Application Developers to your list so you can find it easily later:
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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 Performance Monitoring For Application Developers with these
activities:
Review Performance Monitoring Fundamentals
Show steps
Sharpen your understanding of the core concepts behind application performance monitoring to enhance your comprehension of the course content.
Show steps
-
Read articles or blog posts on performance monitoring principles
-
Review documentation on open-source monitoring tools (e.g., Prometheus, Grafana)
Explore Prometheus Alerting and Notifications
Show steps
Delve into the capabilities of Prometheus by following tutorials on setting up alerts and notifications, enabling you to proactively identify and address performance issues.
Browse courses on
Notifications
Show steps
-
Find tutorials on Prometheus alerting and notifications
-
Follow the steps to configure alerts and notifications
Create Custom Dashboard in Grafana
Show steps
Enhance your dashboarding skills by designing and implementing a customized dashboard in Grafana, allowing you to effectively visualize and track application performance.
Browse courses on
Grafana
Show steps
-
Gather data from your application
-
Configure Grafana and create a dashboard
-
Add panels and visualizations to your dashboard
One other activity
Expand to see all activities and additional details
Show all four activities
Develop a Performance Monitoring Plan
Show steps
Put your learning into practice by creating a comprehensive performance monitoring plan for a specific application, ensuring that you have a structured approach to monitoring and improving your application's performance.
Browse courses on
Application Monitoring
Show steps
-
Define the scope and objectives of your monitoring plan
-
Identify key performance indicators (KPIs) and metrics to monitor
-
Choose appropriate monitoring tools and technologies
-
Establish alert thresholds and notification mechanisms
-
Document and implement your monitoring plan
Review Performance Monitoring Fundamentals
Show steps
Sharpen your understanding of the core concepts behind application performance monitoring to enhance your comprehension of the course content.
Show steps
Show steps
Show steps
- Read articles or blog posts on performance monitoring principles
- Review documentation on open-source monitoring tools (e.g., Prometheus, Grafana)
Explore Prometheus Alerting and Notifications
Show steps
Delve into the capabilities of Prometheus by following tutorials on setting up alerts and notifications, enabling you to proactively identify and address performance issues.
Browse courses on
Notifications
Show steps
Show steps
Show steps
- Find tutorials on Prometheus alerting and notifications
- Follow the steps to configure alerts and notifications
Create Custom Dashboard in Grafana
Show steps
Enhance your dashboarding skills by designing and implementing a customized dashboard in Grafana, allowing you to effectively visualize and track application performance.
Browse courses on
Grafana
Show steps
Show steps
Show steps
- Gather data from your application
- Configure Grafana and create a dashboard
- Add panels and visualizations to your dashboard
One other activity
Expand to see all activities and additional details
Show all four activities
Develop a Performance Monitoring Plan
Show steps
Put your learning into practice by creating a comprehensive performance monitoring plan for a specific application, ensuring that you have a structured approach to monitoring and improving your application's performance.
Browse courses on
Application Monitoring
Show steps
Show steps
Show steps
- Define the scope and objectives of your monitoring plan
- Identify key performance indicators (KPIs) and metrics to monitor
- Choose appropriate monitoring tools and technologies
- Establish alert thresholds and notification mechanisms
- Document and implement your monitoring plan
Career center
Learners who complete Performance Monitoring For Application Developers will develop knowledge and skills
that may be useful to these careers:
Application Performance Engineer
Application Performance Engineer
An Application Performance Engineer is responsible for ensuring that an application performs as expected and meets the specific needs of users. They may work on a variety of projects, such as identifying and fixing performance bottlenecks, developing and implementing performance monitoring tools, and working with developers to optimize code. The Performance Monitoring For Application Developers course can help you build a strong foundation in performance monitoring, which is a critical skill for any Application Performance Engineer.
Systems Performance Analyst
Systems Performance Analyst
Systems Performance Analysts are responsible for evaluating and improving the performance of systems, including computers, networks, and applications. They may work on a variety of tasks, such as identifying and resolving performance bottlenecks, developing and implementing performance monitoring tools, and working with administrators to optimize system configurations. The Performance Monitoring For Application Developers course can help you build a strong foundation in performance monitoring, which is a critical skill for any Systems Performance Analyst.
Performance Test Engineer
Performance Test Engineer
Performance Test Engineers are responsible for testing the performance of software systems. They may work on a variety of tasks, such as developing and executing performance tests, analyzing test results, and working with developers to identify and fix performance issues. The Performance Monitoring For Application Developers course can help you build a strong foundation in performance monitoring, which is a critical skill for any Performance Test Engineer.
DevOps Engineer
DevOps Engineer
DevOps Engineers are responsible for bridging the gap between development and operations teams. They may work on a variety of tasks, such as building and maintaining infrastructure, automating deployment processes, and working with both developers and operations staff to ensure smooth operation of software systems. The Performance Monitoring For Application Developers course can help you build a strong foundation in performance monitoring, which is a valuable skill for any DevOps Engineer.
Web Developer
Web Developer
Web Developers are responsible for designing, developing, and maintaining websites. They may work on a variety of tasks, such as writing code, debugging websites, and working with users to gather requirements. The Performance Monitoring For Application Developers course can help you build a strong foundation in performance monitoring, which is a valuable skill for any Web Developer.
Software Developer
Software Developer
Software Developers are responsible for designing, developing, and testing software applications. They may work on a variety of tasks, such as writing code, debugging software, and working with users to gather requirements. The Performance Monitoring For Application Developers course can help you build a strong foundation in performance monitoring, which is a valuable skill for any Software Developer.
Site Reliability Engineer
Site Reliability Engineer
Site Reliability Engineers (SREs) are responsible for ensuring that systems are reliable and performant. They may work on a variety of tasks, such as designing and implementing reliability strategies, monitoring systems, and responding to incidents. The Performance Monitoring For Application Developers course can help you build a strong foundation in performance monitoring, which is a critical skill for any SRE.
Data Analyst
Data Analyst
Data Analysts are responsible for collecting, analyzing, and interpreting data. They may work on a variety of tasks, such as developing data models, creating dashboards, and providing insights to stakeholders. The Performance Monitoring For Application Developers course can help you build a strong foundation in data analysis, which is a valuable skill for any Data Analyst.
Technical Writer
Technical Writer
Technical Writers are responsible for creating documentation for technical products and services. They may work on a variety of tasks, such as writing user manuals, creating online help systems, and developing training materials. The Performance Monitoring For Application Developers course may be useful for a Technical Writer who wants to learn more about performance monitoring and how to write documentation about it.
Business Analyst
Business Analyst
Business Analysts are responsible for understanding and documenting requirements, and developing solutions to business problems. They may work on a variety of tasks, such as conducting interviews, analyzing business processes, and creating documentation. The Performance Monitoring For Application Developers course may be useful for a Business Analyst who wants to learn more about performance monitoring and how it can be used to improve business outcomes.
Database Administrator
Database Administrator
Database Administrators are responsible for managing and maintaining databases. They may work on a variety of tasks, such as installing and configuring database software, managing database users and permissions, and optimizing database performance. The Performance Monitoring For Application Developers course may be useful for a Database Administrator who wants to learn more about performance monitoring and how it can be used to improve database performance and reliability.
Network Administrator
Network Administrator
Network Administrators are responsible for managing and maintaining computer networks. They may work on a variety of tasks, such as installing and configuring network equipment, managing network traffic, and troubleshooting network problems. The Performance Monitoring For Application Developers course may be useful for a Network Administrator who wants to learn more about performance monitoring and how it can be used to improve network performance and reliability.
Project Manager
Project Manager
Project Managers are responsible for planning, executing, and closing projects. They may work on a variety of tasks, such as developing project plans, managing budgets, and communicating with stakeholders. The Performance Monitoring For Application Developers course may be useful for a Project Manager who wants to learn more about performance monitoring and how it can be used to track project progress and identify areas for improvement.
Systems Administrator
Systems Administrator
Systems Administrators are responsible for managing and maintaining computer systems. They may work on a variety of tasks, such as installing and configuring software, managing users and groups, and troubleshooting hardware and software problems. The Performance Monitoring For Application Developers course may be useful for a Systems Administrator who wants to learn more about performance monitoring and how it can be used to improve system performance and reliability.
Quality Assurance Analyst
Quality Assurance Analyst
Quality Assurance Analysts are responsible for testing software and ensuring that it meets quality standards. They may work on a variety of tasks, such as developing test cases, executing tests, and reporting defects. The Performance Monitoring For Application Developers course may be useful for a Quality Assurance Analyst who wants to learn more about performance monitoring and how it can be used to improve software quality.
For more career information including salaries, visit:
OpenCourser.com/course/4btas2/performance
Reading list
We've selected 11 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
Performance Monitoring For Application Developers.
Adds an additional perspective to the skills and insights this course provides, with a focus on Google's approach to site reliability engineering principles and practices.
As this course focuses on performance monitoring, this book provides a crucial foundation in reliable and scalable data-intensive application design.
Provides practical guidance on how to design and implement observability systems, which are critical for monitoring the performance and health of complex systems.
Save
Covers the principles and practices of DevOps, providing a holistic view of performance monitoring and optimization within a DevOps environment.
Provides a collection of patterns and best practices for designing and building microservices, which are a popular architectural style for building distributed systems.
Provides a practical guide to Kubernetes, an open-source container orchestration system that is widely used for managing containerized applications.
Provides a detailed guide to Docker, an open-source containerization platform that is widely used for packaging and distributing applications.
This industry-renowned book covers software development best practices, including performance optimization, complementing the course's focus on real-world application performance.
Save
Provides insights into DevOps culture and practices, emphasizing the importance of collaboration in performance monitoring and optimization.
Save
This novel tells the story of a fictional IT team that is struggling to meet the demands of their business.
Provides a beginner-friendly introduction to DevOps, a set of practices and principles that are used to improve the collaboration and efficiency between development and operations teams.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/4btas2/performance
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Effort
4 weeks of study, 3-4 hours/week
Level
Intermediate
Via
Coursera
Institution
Codio
Instructors
Patrick Ester
Dmitrii Suchkov
Max Kraev
Language
English
This course belongs to a
collection
called
Software Engineering Tools and Practices. It's comprised of six courses:
- Performance Monitoring For Application Developers (viewing)
- CI/CD for Software Developers
- Software Testing for Developers
- Mastering Ansible Automation
- API Development
- RESTful MVC Architecture
Good to know
Helps learners apply tools and strategies to diagnose application performance issues
Teaches the fundamentals of monitoring, including using the Prometheus architecture and creating dashboards with Grafana
Covers a variety of monitoring techniques, including collecting metrics, using logs, setting up alerts, and utilizing cloud monitoring services
Hands-on, browser-based assignments provide practical experience in monitoring applications
Suitable for learners who want to improve the performance of their applications
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