Processing and Visualizing Logs With Elastic Stack from Coursera

In this 1-hour long project-based course, you will learn how to identify and structure log files, you will be able to read log files in Logstash, you will be able to process log lines in Logstash , you will be able to ship log lines to Elastic Search , you will be able to query Elastic Search , you will be able to discover and visualize your data using Kibana By the end of this project, you will create a dashboard for visualizing logs using Elastic Stack (ELK Stack). This project offers a chance for Devops engineers to identify and visualize their logs with Elastic Stack. Devops is a skill that is very much required in the job market, especially with IT giants handling Big Data. This project will walk you through the first steps of this field. Throughout the project, you will be able to identify and apply the key concepts of visualizing and dissecting logs which reap benefits for Devops engineers. Moreover, you will be able to collect logs from a server, process logs with Logstash, store data using ElasticSearch and visualize data using Kibana. In this project, we will be using Elastic Stack so the learner will get to have a hand on experience with Elastic Stack and its features. Note: This course works best for learners who are based in the North America region. Weâ€™re currently working on providing the same experience in other regions.

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Develops skills in identifying and visualizing logs, which is a core skill for Devops engineers

Introduces learners to Elastic Stack, a popular toolset for log management and visualization

Provides hands-on experience with log collection, processing, storage, and visualization

Teaches the basics of log analysis and visualization, which are essential for troubleshooting and performance monitoring

Requires learners to have some prior knowledge of log management and visualization techniques

May not be suitable for learners with no experience in log management or visualization

Reviews summary

Beginner-friendly log visualization

This 1-hour project-based course is designed for beginners who want to learn how to identify and visualize log files using Elastic Stack. The course covers the basics of log file identification and structuring, as well as how to read, process, ship, query, and visualize log lines using Logstash, Elastic Search, and Kibana. Overall, this beginner-friendly course provides a good introduction to log visualization for DevOps engineers, especially those based in North America.

Hands-on experience with Elastic Stack

"the learner will get to have a hand on experience with Elastic Stack and its features"

Good for beginners

"Good guided project for beginners"

Outdated content

"Could be enriched with more up-tp-date and thorough content"

Cloud desktop issues

"the cloud desktop was getting hanged alot"

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 Processing and Visualizing Logs With Elastic Stack with these activities:

Practice Logstash syntax and commands

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Practice working with Logstash through exercises and drills to solidify your knowledge and build your muscle memory for Logstash syntax and commands once the course begins.

Browse courses on Logstash

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Find a set of practice exercises or create your own
Work through the exercises, focusing on accuracy and speed
Review your answers and identify areas for improvement

Identify and Structure Log Files Using Logstash

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Practice identifying and structuring log files using Logstash to improve your understanding of the process.

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Gather sample log files from a variety of sources.
Install and configure Logstash.
Use Logstash to identify and extract fields from the log files.
Create a pipeline in Logstash to filter and transform the log data.
Test your pipeline and ensure that it is working correctly.

ELK Stack Workshop

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Attend an ELK Stack workshop to gain hands-on experience with the platform.

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Find an ELK Stack workshop in your area.
Register for the workshop.
Attend the workshop and actively participate.
Apply the skills you learned in the workshop to your own projects.

Seven other activities

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Compile a library of resources

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Compile documentation, notes, exercises, and more into a single, easy-to-access location that you can return to once the course has concluded to reinforce what you will learn in this course.

Browse courses on DevOps

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Gather relevant materials from the course
Create an organizational structure for your compilation
Add additional materials such as external links to websites, articles, or videos

Elasticsearch Cheat Sheet

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Review the key concepts of Elasticsearch to enhance your understanding of the platform.

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Find an online Elasticsearch cheat sheet.
Review the cheat sheet and familiarize yourself with the syntax and commands.
Practice using the cheat sheet to perform basic Elasticsearch operations.

Logstash and Elasticsearch Reading Group

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Join a peer session to discuss and explore the concepts of Logstash and Elasticsearch.

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Find a peer session or study group focused on Logstash and Elasticsearch.
Attend the session regularly and participate in discussions.
Share your knowledge and insights with others in the group.

Visualize Your Logs Using Kibana Dashboard

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Create a Kibana dashboard to visualize your logs and gain insights into your data.

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Gather and prepare your log data.
Install and configure Kibana.
Create a new dashboard in Kibana.
Add visualizations to your dashboard.
Configure and customize your dashboard.

Elasticsearch: The Definitive Guide

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Read this comprehensive guide to Elasticsearch to deepen your understanding of the platform and its capabilities.

View Elasticsearch: The Definitive Guide: A... on Amazon

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Purchase or borrow a copy of the book.
Read the book and take notes.
Complete the exercises and examples provided in the book.
Apply your new knowledge to your own Elasticsearch projects.

Contribute to the Logstash Open Source Project

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Contribute to the Logstash open source project to gain practical experience and enhance your understanding of the platform.

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Find a way to contribute to the Logstash project.
Submit a pull request to the Logstash repository.
Collaborate with other contributors to improve the Logstash project.

Review Linux Command Line Basics

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Refresh your knowledge of Linux command line basics to ensure you have a strong foundation.

Browse courses on Linux

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Review online tutorials or documentation on Linux command line basics.
Practice using the command line in a sandbox environment.

Career center

Learners who complete Processing and Visualizing Logs With Elastic Stack will develop knowledge and skills that may be useful to these careers:

Log Analyst

A Log Analyst is responsible for collecting, analyzing, and interpreting log data to identify patterns and trends. They may also be responsible for developing and implementing log management solutions. This course can help someone looking to work in this role by providing them with the skills they need to read, process, and store log data.

See salaries and explore the career path for Log Analyst

Data Scientist

A Data Scientist is responsible for collecting, analyzing, and interpreting data to identify patterns and trends. They may also be responsible for developing and implementing data science solutions. This course may be useful for someone in this field because it will help them understand how to identify and structure log files, read log files in Logstash, and process log lines in Logstash.

See salaries and explore the career path for Data Scientist

Business Analyst

A Business Analyst is responsible for analyzing business processes and identifying opportunities for improvement. They typically work in teams that combine software development and IT operations to create efficient software delivery processes. This course may be useful for someone in this field because it will help them understand how to identify and structure log files, read log files in Logstash, and process log lines in Logstash.

See salaries and explore the career path for Business Analyst

Database Administrator

A Database Administrator is responsible for designing, building, and maintaining databases. They typically work in teams that combine software development and IT operations to create efficient software delivery processes. This course may be useful for someone in this field because it will help them understand how to identify and structure log files, read log files in Logstash, and process log lines in Logstash.

See salaries and explore the career path for Database Administrator

Information Security Analyst

An Information Security Analyst is responsible for identifying, assessing, and mitigating security risks. They typically work in teams that combine software development and IT operations to create efficient software delivery processes. This course may be useful for someone in this field because it will help them understand how to identify and structure log files, read log files in Logstash, and process log lines in Logstash.

See salaries and explore the career path for Information Security Analyst

Product Manager

A Product Manager is responsible for planning, developing, and launching new products. They typically work in teams that combine software development and IT operations to create efficient software delivery processes. This course may be useful for someone in this field because it will help them understand how to identify and structure log files, read log files in Logstash, and process log lines in Logstash.

See salaries and explore the career path for Product Manager

Data Engineer

A Data Engineer is responsible for developing and maintaining data pipelines. They typically work in teams that combine software development and IT operations to create efficient software delivery processes. This course may be useful for someone in this field because it will help them understand how to identify and structure log files, read log files in Logstash, and process log lines in Logstash.

See salaries and explore the career path for Data Engineer

Project Manager

A Project Manager is responsible for planning, organizing, and executing projects. They typically work in teams that combine software development and IT operations to create efficient software delivery processes. This course may be useful for someone in this field because it will help them understand how to identify and structure log files, read log files in Logstash, and process log lines in Logstash.

See salaries and explore the career path for Project Manager

Cloud Engineer

A Cloud Engineer is responsible for designing, building, and maintaining cloud-based systems. They typically work in teams that combine software development and IT operations to create efficient software delivery processes. This course may be useful for someone in this field because it will help them understand how to identify and structure log files, read log files in Logstash, and process log lines in Logstash.

See salaries and explore the career path for Cloud Engineer

Technical Writer

A Technical Writer is responsible for creating and maintaining technical documentation. They typically work in teams that combine software development and IT operations to create efficient software delivery processes. This course may be useful for someone in this field because it will help them understand how to identify and structure log files, read log files in Logstash, and process log lines in Logstash.

See salaries and explore the career path for Technical Writer

Security Engineer

A Security Engineer is responsible for designing, building, and maintaining security systems. They typically work in teams that combine software development and IT operations to create efficient software delivery processes. This course may be useful for someone in this field because it will help them understand how to identify and structure log files, read log files in Logstash, and process log lines in Logstash.

See salaries and explore the career path for Security Engineer

Network Engineer

A Network Engineer is responsible for designing, building, and maintaining computer networks. They typically work in teams that combine software development and IT operations to create efficient software delivery processes. This course may be useful for someone in this field because it will help them understand how to identify and structure log files, read log files in Logstash, and process log lines in Logstash.

See salaries and explore the career path for Network Engineer

Site Reliability Engineer

A Site Reliability Engineer is responsible for ensuring the reliability and performance of software systems. They typically work in teams that combine software development and IT operations to create efficient software delivery processes. This course may be useful for someone in this field because it will help them understand how to identify and structure log files, read log files in Logstash, and process log lines in Logstash.

See salaries and explore the career path for Site Reliability Engineer

DevOps Engineer

A DevOps Engineer is a software engineer focused on maintaining and improving software. They typically work in teams that combine software development and IT operations to create efficient software delivery processes. This course may be useful for someone in this field because it will help them understand how to identify and structure log files, read log files in Logstash, process log lines in Logstash, and ship log lines to Elastic Search.

See salaries and explore the career path for DevOps Engineer

Software Tester

A Software Tester is responsible for evaluating the quality of software products. This involves testing software to identify bugs and defects. This course may be useful for someone in this role because it will help them understand how to identify and structure log files, read log files in Logstash, and process log lines in Logstash.

See salaries and explore the career path for Software Tester