This hands-on course equips learners with the practical skills to design, deploy, and debug end-to-end data processing workflows using the ELK (Elasticsearch, Logstash, Kibana) stack. Through guided case studies and real-world scenarios, participants will install and configure Elasticsearch, build and manage containerized applications using Docker and Docker Compose, and analyze service data with Logstash and Kibana.
Learners will progressively construct multi-service pipelines, manage configurations using YAML, and monitor application behavior across interconnected containers. By the end of the course, participants will be able to construct scalable logging infrastructures, orchestrate services across environments, and evaluate and troubleshoot real-time application logs using Kibana.
Whether you're an aspiring DevOps engineer or a backend developer, this course will help you apply theoretical concepts in real-world deployment scenarios such as define, configure, construct, implement, analyze, and evaluate.
This module introduces learners to the foundational components of the Logstash project environment, guiding them through Elasticsearch installation, database setup, application configuration, and container orchestration essentials.
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8 vidéos3 devoirs
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8 vidéos•Total 74 minutes
Introduction to Project•7 minutes
Microservice•9 minutes
Download Elasticsearch•10 minutes
Project Explorer•11 minutes
Applications Properties•11 minutes
Create Database•10 minutes
Case Study and Docker-Compose•8 minutes
DB Deployment in YML•9 minutes
3 devoirs•Total 50 minutes
Setting Up the Project Environment •30 minutes
Project Initiation and Microservice Setup•10 minutes
Configuration and Database Setup•10 minutes
Docker and Application Orchestration
Module 2•1 heure à terminer
Détails du module
Learners explore the principles of container-based deployment using Docker and docker-compose, gaining practical insights into orchestrating multi-service applications and automating service definitions.
Inclus
8 vidéos3 devoirs
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8 vidéos•Total 40 minutes
Java Application Declaration in YML•5 minutes
Docker-Compose Commands•3 minutes
Triggered Docker Build•9 minutes
Case Study 2 Overview•5 minutes
Declaring Entry points•6 minutes
Creaking Volumes Manually•5 minutes
Deploying WordPress Container•3 minutes
Shown Running WordPress Website•3 minutes
3 devoirs•Total 50 minutes
Docker and Application Orchestration•30 minutes
YML Declarations and Docker Operations•10 minutes
Entry Points and Container Management•10 minutes
Deep Dive into Case Study 1 and ELK Stack
Module 3•2 heures à terminer
Détails du module
This module dissects a real-world use case to illustrate data flow within the ELK stack, including installation, configuration, and visualization of service logs using Logstash and Kibana.
Inclus
6 vidéos3 devoirs
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6 vidéos•Total 43 minutes
Case Study 1 Overview•6 minutes
Flow of Data in Case Study 1•7 minutes
Installing ELK Stack•12 minutes
Installing Zeskind•10 minutes
Showing Logstash in Action•6 minutes
Service Logs in Kibana•1 minute
3 devoirs•Total 50 minutes
Deep Dive into Case Study 1 and ELK Stack•30 minutes
Understanding Case Study 1 and Data Flow•10 minutes
Installing and Using the ELK Stack•10 minutes
Case Study 2 and Debugging
Module 4•1 heure à terminer
Détails du module
Building on previous modules, this final module guides learners through a second case study involving advanced orchestration, entrypoint and volume management, and log inspection using Kibana for debugging.
Inclus
2 vidéos2 devoirs
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Pour quelles raisons les étudiants sur Coursera nous choisissent-ils pour leur carrière ?
Felipe M.
Étudiant(e) depuis 2018
’Pouvoir suivre des cours à mon rythme à été une expérience extraordinaire. Je peux apprendre chaque fois que mon emploi du temps me le permet et en fonction de mon humeur.’
Jennifer J.
Étudiant(e) depuis 2020
’J'ai directement appliqué les concepts et les compétences que j'ai appris de mes cours à un nouveau projet passionnant au travail.’
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Étudiant(e) depuis 2021
’Lorsque j'ai besoin de cours sur des sujets que mon université ne propose pas, Coursera est l'un des meilleurs endroits où se rendre.’
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’Apprendre, ce n'est pas seulement s'améliorer dans son travail : c'est bien plus que cela. Coursera me permet d'apprendre sans limites.’
Avis des étudiants
4.8
14 avis
5 stars
78,57 %
4 stars
21,42 %
3 stars
0 %
2 stars
0 %
1 star
0 %
Affichage de 3 sur 14
K
KC
5·
Révisé le 23 juil. 2025
Great course for beginners like me. I had no idea how logging works at scale, but now I can set
up containers, connect them, and monitor everything in Kibana.
D
DA
5·
Révisé le 21 juil. 2025
A must for DevOps learners! Solid coverage of Elasticsearch, Logstash, and Kibana. I appreciated the real-life logging scenarios and hands-on exercises.
O
OC
4·
Révisé le 18 août 2025
The YAML configurations were tricky at first, but the course walked me through clearly. Now I
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