Mastering Prometheus for Automated Monitoring Solutions
Duration: 224 h
Teaching: Project-based, interactive, with opportunities for publishing results in Cademix Magazine.
ISCED: 0613 - Computer Science
NQR: Level 6 - Advanced Professional Training
Mastering Prometheus for Automated Monitoring Solutions
Description
Automating Application Monitoring with Prometheus delivers a comprehensive exploration of monitoring systems and automated alerting mechanisms. Participants will engage in hands-on projects that emphasize real-world applications of Prometheus, allowing them to develop skills that are directly applicable in various professional settings. This course is structured to provide a deep understanding of the Prometheus ecosystem, including its architecture, data collection methods, and integration with other tools.
Throughout the course, learners will work on practical projects that culminate in a final project focused on building a complete monitoring solution for a sample application. This project not only reinforces the concepts learned but also provides participants with a tangible outcome that can be showcased in their professional portfolio. By the end of the course, learners will have the expertise to implement and manage Prometheus for effective application monitoring in diverse environments.
Introduction to Prometheus: Overview and Architecture
Setting Up Prometheus: Installation and Configuration
Understanding Metrics: Types and Data Models
Data Collection: Exporters and Instrumentation
Querying with PromQL: Basics and Advanced Techniques
Alerting with Prometheus: Configuring Alertmanager
Integrating Prometheus with Grafana for Visualization
Monitoring Microservices: Best Practices and Strategies
Troubleshooting Common Issues in Prometheus
Final Project: Building a Comprehensive Monitoring Solution
Prerequisites
Basic understanding of software development and familiarity with Linux command line.
Target group
Graduates, job seekers, business professionals, and optionally researchers or consultants.
Learning goals
Equip participants with the skills to automate application monitoring using Prometheus, enabling them to enhance system reliability and performance.
Final certificate
Certificate of Attendance, Certificate of Expert (upon completion of the final project).
Special exercises
Group projects, case studies, and peer reviews to foster collaborative learning.
Duration: 600 h
Teaching: Project-based, interactive.
ISCED: 6 (Bachelor's or equivalent level)
NQR: Level 7 (Master's or equivalent level)
Advanced Techniques in Automation with Chef
Description
Mastering Automation with Chef provides a comprehensive exploration of automation strategies using Chef, a powerful configuration management tool. Participants will engage in hands-on projects that emphasize real-world applications, allowing them to design, implement, and manage automated workflows effectively. This course is structured to facilitate immediate application of skills, ensuring that learners can confidently deploy automation solutions in various environments.
The curriculum is designed to cover essential topics ranging from the basics of Chef to advanced automation techniques. By the end of the program, participants will have developed a robust understanding of infrastructure as code, enabling them to streamline operations and enhance productivity within their organizations. This interactive course encourages collaboration and innovation, with opportunities to publish findings and projects in Cademix Magazine, fostering a community of practice among peers.
Introduction to Chef and its Ecosystem
Setting Up Chef Workstation and Knife
Writing Chef Recipes and Cookbooks
Managing Chef Nodes and Environments
Utilizing Chef Resources and Attributes
Implementing Chef Roles and Data Bags
Testing Chef Code with ChefSpec and Test Kitchen
Continuous Integration and Deployment with Chef
Advanced Automation Techniques with Chef Handlers
Final Project: Developing a Complete Automation Solution with Chef
Prerequisites
Basic knowledge of programming and familiarity with Linux/Unix systems.
Target group
Graduates, job seekers, business professionals, and optionally researchers or consultants.
Learning goals
Equip participants with the skills to automate infrastructure management using Chef, fostering efficiency and reliability in deployment processes.
Final certificate
Certificate of Attendance, Certificate of Expert issued by Cademix Institute of Technology.
Special exercises
Collaborative projects, peer reviews, and publishing opportunities in Cademix Magazine.
Duration: 256 h
Teaching: Project-based and interactive learning approach.
ISCED: 0613 - Computer Science
NQR: Level 7 - Advanced Professional Training
Mastering Automation in Kubernetes Environments
Description
Automating Kubernetes Deployments focuses on the practical application of automation techniques within Kubernetes environments. Participants will engage in hands-on projects that enhance their ability to streamline deployment processes, manage container orchestration, and optimize workflows. This course emphasizes the development of skills necessary for automating repetitive tasks in Kubernetes, providing learners with the tools to improve efficiency and reduce human error in deployment scenarios.
The curriculum is structured to facilitate interactive learning through real-world projects, enabling participants to apply their knowledge immediately. By the end of the course, learners will have the opportunity to publish their project results in Cademix Magazine, showcasing their expertise and contributing to the community. This program is designed to equip graduates, job seekers, and business professionals with the essential skills required to excel in the competitive field of DevOps.
Introduction to Kubernetes architecture and components
Overview of containerization and its benefits
Setting up a local Kubernetes environment using Minikube
Creating and managing Kubernetes manifests
Automating deployments with Helm charts
Implementing CI/CD pipelines with GitHub Actions and Kubernetes
Monitoring and logging Kubernetes applications
Scaling applications and managing resources effectively
Troubleshooting common Kubernetes deployment issues
Final project: Automate a multi-tier application deployment on Kubernetes
Prerequisites
Basic understanding of containerization concepts and familiarity with command-line interfaces.
Target group
Graduates, job seekers, business professionals, researchers, and consultants interested in DevOps automation.
Learning goals
Equip participants with the skills to automate Kubernetes deployments and improve operational efficiency in DevOps practices.
Final certificate
Certificate of Attendance or Certificate of Expert issued by Cademix Institute of Technology.
Special exercises
Hands-on labs, group projects, and peer review sessions to foster collaborative learning.