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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
Show info about module content
8 videos•Total 44 minutes
Course Introduction•4 minutes
Introduction to Monitoring•7 minutes
Types of Monitoring•6 minutes
Golden Signals of Monitoring•8 minutes
Difference between Monitoring and Evaluation•4 minutes
Components of a Monitoring System•4 minutes
Types of Metrics in a Monitoring System•6 minutes
Importance of Monitoring •4 minutes
3 readings•Total 6 minutes
IBM Product Spotlight: IBM Instana•2 minutes
Summary and Highlights: Monitoring Basics•2 minutes
Summary and Highlights: Objectives of Monitoring •2 minutes
3 assignments•Total 44 minutes
Monitoring Basics •6 minutes
Objectives of Monitoring•8 minutes
Graded Quiz: Introduction to Monitoring for Applications•30 minutes
1 plugin•Total 5 minutes
Module 1 Glossary: Introduction to Monitoring for Applications•5 minutes
Monitoring Systems and Techniques
Module 2•3 hours to complete
Module details
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.
Choosing the Right Application Monitoring Tool•8 minutes
Introduction to Grafana•5 minutes
Using Visualization in Monitoring•9 minutes
Alerting in Monitoring•8 minutes
2 readings•Total 5 minutes
Summary and Highlights: Implementing Monitoring•3 minutes
Summary and Highlights: Monitoring Techniques•2 minutes
3 assignments•Total 46 minutes
Practice Quiz: Implementing Monitoring•12 minutes
Practice Quiz: Monitoring Techniques•4 minutes
Graded Quiz: Monitoring Systems and Techniques•30 minutes
2 app items•Total 60 minutes
Hands-on Lab: Monitoring in Action with Prometheus•30 minutes
Hands-on Lab: Configuring and Visualizing Metrics with Prometheus and Grafana•30 minutes
2 plugins•Total 20 minutes
Cheat Sheet: Monitoring Systems and Techniques•15 minutes
Module 2 Glossary: Monitoring Systems and Techniques•5 minutes
Methodologies and Tools in Logging
Module 3•4 hours to complete
Module details
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
Show info about module content
6 videos•Total 43 minutes
Introduction to Logging •7 minutes
Log Monitoring Tools•6 minutes
Distributed Logging and Tracing•6 minutes
Implementing Logging •8 minutes
Log Storage •9 minutes
Mezmo Overview and Demo Video•8 minutes
3 readings•Total 8 minutes
Summary and Highlights: Logging•3 minutes
Summary and Highlights: Logging Implementation•3 minutes
Summary and Highlights: Introduction to Mezmo•2 minutes
4 assignments•Total 44 minutes
Practice Quiz: Logging•8 minutes
Practice Quiz: Logging Implementation•4 minutes
Practice Quiz: Introduction to Mezmo•2 minutes
Graded Quiz: Methodologies and Tools in Logging•30 minutes
3 plugins•Total 125 minutes
Hands-on Lab: Analyze HTTP Logs•60 minutes
Hands-on lab: Create a Parsing Template using Mezmo•60 minutes
Module 3 Glossary: Methodologies and Tools in Logging•5 minutes
Observability and Concepts
Module 4•5 hours to complete
Module details
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.
Tracing for Container-Based Applications •7 minutes
3 readings•Total 8 minutes
Summary and Highlights: Observability •4 minutes
Summary and Highlights: Tracing using Open Telemetry •2 minutes
Summary and Highlights: Monitoring Containers•2 minutes
4 assignments•Total 46 minutes
Practice Quiz: Observability•10 minutes
Practice Quiz: Tracing using Open Telemetry•4 minutes
Practice Quiz: Monitoring Containers•2 minutes
Graded Quiz: Observability and Concepts•30 minutes
1 app item•Total 45 minutes
Hands-on Lab: Automated Instrumentation with OpenTelemetry •45 minutes
5 plugins•Total 132 minutes
Hands-on Lab: Observability in Action with Instana (Sandbox)•60 minutes
Reading: Future of IT Operations – Leveraging Observability for Self-Healing•4 minutes
Hands-on Lab: Kubernetes Configuration for Tracing•45 minutes
Cheat Sheet: Observability and Concepts•15 minutes
Module 4 Glossary: Observability and Concepts•8 minutes
Final Project and Assessment
Module 5•3 hours to complete
Module details
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
Show info about module content
3 readings•Total 9 minutes
What's Next: Explore IBM Instana•1 minute
Congratulations and Next Steps•3 minutes
Thanks from the Course Team•5 minutes
1 assignment•Total 60 minutes
Final Assessment•60 minutes
1 app item•Total 60 minutes
Final Project (Part 2): Monitoring the Robotshop Application using Instana•60 minutes
3 plugins•Total 50 minutes
Final Project: Overview and Project Scenario•15 minutes
Final Project (Part 1): Getting Started with Instana: Setup and Creating Dashboard•15 minutes
Glossary: Monitoring and Observability for Development and DevOps•20 minutes
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Do I need to know anything about DevOps to take this course?
Basic knowledge of DevOps and software development.
What background or skills are required to take this course?
- 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
Which software tools are required?
You will need to sign up for a no-charge GitHub account and use other no-charge tools from IBM in your browser.
When will I have access to the lectures and assignments?
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.
What will I get if I subscribe to this Certificate?
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.