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Monitoring and Observability for Development and DevOps

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Monitoring and Observability for Development and DevOps

This course is part of multiple programs.

Instructor: John Rofrano

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4.6

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Intermediate level

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Flexible schedule
2 weeks at 10 hours a week
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94%
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Gain insight into a topic and learn the fundamentals.
4.6

108 reviews

Intermediate level

Recommended experience

Flexible schedule
2 weeks at 10 hours a week
Learn at your own pace
94%
Most learners liked this course

What you'll learn

  • Explain the importance of monitoring and describe concepts like Golden Signals

  • Demonstrate your knowledge of observability with Instana and explain the pillars of observability, cloud native observability, and types of sampling

  • Implement logging and demonstrate your knowledge of telemetry using OpenTelemetry and tracing using Kubernetes

  • Develop hands-on experience with a variety of tools such as Prometheus, Grafana, Mezmo (LogDNA), OpenTelemetry, and Instana

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Assessments

15 assignments

Taught in English

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There are 5 modules in this course

Application developers and DevOps professionals must ensure their app works at its best. However, these app may need help with bugs, slow speed, or subpar performance. Professionals need to monitor and observe its performance continually.

Application monitoring involves identifying, measuring, and evaluating the effectiveness of an application. On the other hand, Observability refers to how well an app can be monitored by the data obtained from monitoring. Both monitoring and observability are necessary to gain insights into the system and ensure its proper functioning. This course thoroughly introduces monitoring and observability, covering fundamental concepts and popular tools like Prometheus, Grafana, Mezmo (LogDNA), and Instana. You will also learn about the three pillars of observability and tracing for container applications and gain hands-on experience with the OpenTelemetry framework. Throughout the course, you will complete interactive hands-on labs to apply your knowledge, and gain experience with the tools and techniques used by software and DevOps professionals. By the end of this course, you will be able to demonstrate your knowledge of monitoring and observability, and you will gain the confidence to perform these tasks in a practical setting.

This week, you will be introduced to application monitoring, common terms used in monitoring, and why monitoring matters to developers. You'll also learn about the types of monitoring that give you visibility into app performance and connected information technology (IT) systems. You'll become familiar with the four Golden Signals of Monitoring and learn to use the Golden Signals to improve your monitoring systems. Then, you will explore the differences between the Monitoring and Evaluation processes. You'll learn that monitoring is a routine, ongoing process, while evaluation is a long-term process. You'll learn more about the components of monitoring, including metrics, observability, and alerts. You'll also explore the importance of tracking host-based, application, network and connectivity, and server pool metrics. Finally, you'll learn about the need for application monitoring and its importance.

What's included

8 videos3 readings3 assignments1 plugin

8 videosTotal 44 minutes
  • Course Introduction4 minutes
  • Introduction to Monitoring7 minutes
  • Types of Monitoring6 minutes
  • Golden Signals of Monitoring8 minutes
  • Difference between Monitoring and Evaluation4 minutes
  • Components of a Monitoring System4 minutes
  • Types of Metrics in a Monitoring System6 minutes
  • Importance of Monitoring  4 minutes
3 readingsTotal 6 minutes
  • IBM Product Spotlight: IBM Instana2 minutes
  • Summary and Highlights: Monitoring Basics2 minutes
  • Summary and Highlights: Objectives of Monitoring 2 minutes
3 assignmentsTotal 44 minutes
  • Graded Quiz:  Introduction to Monitoring for Applications30 minutes
  • Monitoring Basics 6 minutes
  • Objectives of Monitoring8 minutes
1 pluginTotal 5 minutes
  • Module 1 Glossary: Introduction to Monitoring for Applications5 minutes

This week, you will learn about synthetic monitoring and its importance. You’ll also explore the synthetic monitoring tools, their uses, as well as features. You will gain insights into how application monitoring allows developers to observe applications and how monitoring can provide valuable insights into application performance. You’ll learn about Prometheus and the benefits of using an analytics tool. You’ll also learn about Grafana, which is typically used with Prometheus. You’ll explore how a visualization tool, like Grafana, can organize all of your monitoring data. Additionally, you’ll discover how the right visualization tool can help your organization and that visualization includes many options, like charts, graphs, and timelines. Finally, you’ll learn about alerting, the responsive part of a monitoring system, and you’ll learn about the metric, log, activity log, and smart detection alerts.

What's included

8 videos2 readings3 assignments2 app items2 plugins

8 videosTotal 56 minutes
  • Introduction to Synthetic Monitoring9 minutes
  • Tools of Synthetic Monitoring7 minutes
  • Introduction to Application Monitoring 6 minutes
  • Introduction to Prometheus 6 minutes
  • Choosing the Right Application Monitoring Tool8 minutes
  • Introduction to Grafana5 minutes
  • Using Visualization in Monitoring9 minutes
  • Alerting in Monitoring8 minutes
2 readingsTotal 5 minutes
  • Summary and Highlights: Implementing Monitoring3 minutes
  • Summary and Highlights: Monitoring Techniques2 minutes
3 assignmentsTotal 46 minutes
  • Graded Quiz: Monitoring Systems and Techniques30 minutes
  • Practice Quiz: Implementing Monitoring12 minutes
  • Practice Quiz: Monitoring Techniques4 minutes
2 app itemsTotal 60 minutes
  • Hands-on Lab: Monitoring in Action with Prometheus30 minutes
  • Hands-on Lab: Configuring and Visualizing Metrics with Prometheus and Grafana30 minutes
2 pluginsTotal 20 minutes
  • Cheat Sheet: Monitoring Systems and Techniques15 minutes
  • Module 2 Glossary: Monitoring Systems and Techniques5 minutes

In this module, you will explore the concept of application logging and its importance. You will discover the benefits of using log monitoring tools and their features. Further, you will be introduced to distributed logging and tracing techniques. You’ll also learn about the key concepts in distributed tracing and the steps to implement distributed logging. You will explore how to implement logging and the different types of logs. You will gain insight into formatting, parsing, and retention of logs. Further, you will identify the major reasons to store log data. You will explore the analytical dimensions that suggest how long the retention period for log data should be. You will also learn about a few best practices for storing logs. Further, you will explore Mezmo, its use cases, and its features. Finally, you will be introduced to working with Mezmo and the methods for ingesting log data on the Mezmo platform.

What's included

6 videos3 readings4 assignments3 plugins

6 videosTotal 43 minutes
  • Introduction to Logging  7 minutes
  • Log Monitoring Tools6 minutes
  • Distributed Logging and Tracing6 minutes
  • Implementing Logging 8 minutes
  • Log Storage 9 minutes
  • Mezmo Overview and Demo Video8 minutes
3 readingsTotal 8 minutes
  • Summary and Highlights: Logging3 minutes
  • Summary and Highlights: Logging Implementation3 minutes
  • Summary and Highlights: Introduction to Mezmo2 minutes
4 assignmentsTotal 44 minutes
  • Graded Quiz: Methodologies and Tools in Logging30 minutes
  • Practice Quiz: Logging8 minutes
  • Practice Quiz: Logging Implementation4 minutes
  • Practice Quiz: Introduction to Mezmo2 minutes
3 pluginsTotal 125 minutes
  • Hands-on Lab: Analyze HTTP Logs60 minutes
  • Hands-on lab: Create a Parsing Template using Mezmo60 minutes
  • Module 3 Glossary: Methodologies and Tools in Logging5 minutes

In this module, you will learn about observability, its benefits, and the three pillars of observability. You’ll explore the concept of cloud native observability, its tools, and the pillars of cloud enterprise observability Further, you will be introduced to the concept of sampling in logging and its advantages and disadvantages and also learn about Instana and its use cases. You will gain insights into Telemetry and explain its importance and benefits. You will discover the working of telemetry and the steps to implement it in application development. You will also differentiate between distributed tracing and telemetry while learning about popular telemetry and distributed tracing tools. You will explore why tracing for container applications is required and the best practices for implementing tracing in application development.

What's included

9 videos3 readings4 assignments1 app item5 plugins

9 videosTotal 60 minutes
  • What is Observability?5 minutes
  • The 3 Pillars of Observability 7 minutes
  • Cloud Native Observability 6 minutes
  • Cloud Native Observability Tools8 minutes
  • Introduction to Sampling6 minutes
  • IBM Instana Overview and Demo Video 8 minutes
  • Introduction to Telemetry 7 minutes
  • Telemetry and Tracing Tools 6 minutes
  • Tracing for Container-Based Applications 7 minutes
3 readingsTotal 8 minutes
  • Summary and Highlights: Observability 4 minutes
  • Summary and Highlights: Tracing using Open Telemetry 2 minutes
  • Summary and Highlights: Monitoring Containers2 minutes
4 assignmentsTotal 46 minutes
  • Graded Quiz: Observability and Concepts30 minutes
  • Practice Quiz: Observability10 minutes
  • Practice Quiz: Tracing using Open Telemetry4 minutes
  • Practice Quiz: Monitoring Containers2 minutes
1 app itemTotal 45 minutes
  • Hands-on Lab: Automated Instrumentation with OpenTelemetry 45 minutes
5 pluginsTotal 132 minutes
  • Hands-on Lab: Observability in Action with Instana (Sandbox)60 minutes
  • Reading: Future of IT Operations – Leveraging Observability for Self-Healing4 minutes
  • Hands-on Lab: Kubernetes Configuration for Tracing45 minutes
  • Cheat Sheet: Observability and Concepts15 minutes
  • Module 4 Glossary: Observability and Concepts8 minutes

In this module, you’ll complete two practice projects where you'll be able to apply monitoring and observability skills using applicable tools. In the first part, you will create and set up an Instana account to explore the credentials for application and infrastructure monitoring. You will also get the opportunity to create an Instana dashboard and a website and save their credentials for future use. In the next part, you will explore Instana to monitor an application named Robotshop using Docker. You will delve into the process of connecting the Robotshop application with Instana for efficient monitoring and analysis. Using Docker commands in the terminal, you will establish a seamless connection between the Instana dashboard and the Robotshop application. This hands-on practice project will equip you with the knowledge and skills to monitor your application's performance effectively and make data-driven decisions to optimize its efficiency.

What's included

3 readings1 assignment1 app item3 plugins

3 readingsTotal 9 minutes
  • What's Next: Explore IBM Instana1 minute
  • Congratulations and Next Steps3 minutes
  • Thanks from the Course Team5 minutes
1 assignmentTotal 60 minutes
  • Final Assessment60 minutes
1 app itemTotal 60 minutes
  • Final Project (Part 2): Monitoring the Robotshop Application using Instana60 minutes
3 pluginsTotal 50 minutes
  • Final Project: Overview and Project Scenario15 minutes
  • Final Project (Part 1): Getting Started with Instana: Setup and Creating Dashboard15 minutes
  • Glossary: Monitoring and Observability for Development and DevOps20 minutes

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Showing 3 of 108

GS
·

Reviewed on Jan 19, 2024

An excellent course to learn mointoring and observability

IS
·

Reviewed on Jul 17, 2024

A very useful course to dive into the world of DevOps for everyone.

Frequently asked questions

Basic knowledge of DevOps and software development.

- Basic knowledge of DevOps

- Intermediate-level skills in Python programming

- Intermediate-level skills in working with Containers, Docker, Container Orchestration, OpenShift, and Kubernetes

- Intermediate skills in application development

You will need to sign up for a no-charge GitHub account and use other no-charge tools from IBM in your browser.

To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.

When you enroll in the course, you get access to all of the courses in the Certificate, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.

Financial aid available,