Edge AI on Kubernetes: Deploying Intelligent Applications at the Edge Training Course

This instructor-led, live training in France (online or onsite) is aimed at advanced-level platform engineers and DevOps professionals who wish to master scaling applications using microservices and Kubernetes.

By the end of this training, participants will be able to:

• Design and implement scalable microservices architectures.
• Deploy and manage applications on Kubernetes clusters.
• Utilize Helm charts for efficient service deployment.
• Monitor and maintain the health of microservices in production.
• Apply best practices for security and compliance in a Kubernetes environment.

Kubernetes is a container orchestration platform widely used for managing distributed applications at scale.

This instructor-led, live training (online or onsite) is aimed at advanced-level practitioners who wish to apply AI and machine learning techniques to optimize Kubernetes resource usage, scheduling decisions, and autoscaling strategies.

At the completion of this program, participants will be able to:

• Apply AI/ML models to improve workload scheduling decisions in Kubernetes.
• Use predictive analytics to optimize CPU, GPU, and memory allocation.
• Implement intelligent autoscaling using reinforcement learning and metric forecasting.
• Reduce infrastructure cost and latency through automated resource optimization.

Format of the Course also allows for the evaluation of participants.

• Instructor-guided technical presentations and deep-dive discussions.
• Hands-on lab work using real Kubernetes clusters.
• Practical exercises applying AI models to real operational scenarios.

Course Customization Options

• To tailor this course to your platform setup or operational requirements, please contact us for customization.

This instructor-led, live training in France (online or onsite) is targeted at engineers who wish to optimize networking for Kubernetes clusters.

Upon completing this training, participants will be able to:

• Install and configure Calico.
• Understand the differences between Calico and traditional overlay networks.
• Grasp how Calico integrates internet routing protocols with consensus-based data stores.
• Use Calico to create a container networking solution for Kubernetes clusters.
• Use Calico to provide network policies for Kubernetes.

The Certified Kubernetes Administrator (CKA) program was established by The Linux Foundation and the Cloud Native Computing Foundation (CNCF).

Kubernetes has become a leading platform for container orchestration.

NobleProg has been providing Docker & Kubernetes training since 2015. With over 360 successfully completed training projects, we have become one of the most recognized training companies globally in the field of containerization.

Since 2019, we have also been helping our customers validate their performance in Kubernetes environments by preparing them and encouraging them to pass the CKA and CKAD exams.

This instructor-led, live training (online or onsite) is designed for System Administrators and Kubernetes users who wish to validate their knowledge by passing the CKA exam.

Additionally, the training focuses on gaining practical experience in Kubernetes Administration, so we recommend participating even if you do not intend to take the CKA exam.

Course Format

• Interactive lectures and discussions.
• Ample exercises and practice.
• Hands-on implementation in a live-lab environment.

Course Customization Options

• To request customized training for this course, please contact us to arrange.
• To learn more about CKA certification, please visit: https://training.linuxfoundation.org/certification/certified-kubernetes-administrator-cka

The Certified Kubernetes Application Developer (CKAD) program was created by The Linux Foundation and the Cloud Native Computing Foundation (CNCF), the host organization for Kubernetes.

This instructor-led, live training (available online or onsite) is designed for Developers who want to validate their expertise in designing, building, configuring, and exposing cloud native applications on Kubernetes.

Furthermore, the training emphasizes gaining practical experience in Kubernetes application development; therefore, we recommend participating even if you do not plan to take the CKAD exam.

NobleProg has been providing Docker & Kubernetes training since 2015. With over 360 successfully completed training projects, we have become one of the most recognized training providers worldwide in the field of containerization. Since 2019, we have also been assisting our customers in validating their performance in k8s environments by preparing them and encouraging them to pass the CKA and CKAD exams.

Course Format

• Interactive lectures and discussions.
• Abundant exercises and practice.
• Hands-on implementation in a live-lab environment.

Course Customization Options

• To request customized training for this course, please contact us to make arrangements.
• To learn more about CKAD, please visit: https://training.linuxfoundation.org/certification/certified-kubernetes-application-developer-ckad/

This instructor-led, live training in France (online or onsite) is designed for Kubernetes practitioners aiming to prepare for the CKS exam.

By the end of this training, participants will understand how to secure Kubernetes environments and container-based applications throughout the various stages of an application's lifecycle: build, deployment, and runtime.

This intensive 7-day programme offers a practical, in-depth exploration of designing, deploying, and managing cloud-native applications through contemporary DevOps methodologies.

Attendees will learn to architect scalable microservices, optimize containerized environments, and manage production workloads within Kubernetes. The curriculum encompasses advanced deployment techniques, GitOps-driven automation, and observability strategies essential for ensuring system reliability and performance.

Significant emphasis is placed on addressing real-world operational challenges, such as incident management, failure simulation, and root cause analysis. The programme culminates with the application of AI-powered tools to enhance troubleshooting capabilities and expedite operational decision-making.

Upon completion, participants will possess a clear understanding of how to build, deploy, monitor, and sustain resilient distributed systems within a Kubernetes ecosystem.

DO180 serves as an introductory course to containers, Kubernetes fundamentals, and Red Hat OpenShift platform concepts, with a strong emphasis on practical, hands-on skills.

This instructor-led, live training session (available online or on-site) is designed for technical professionals at beginner to intermediate levels who aim to master container workflows, understand Kubernetes primitives, and learn how to deploy and operate applications on OpenShift.

Upon completing this training, participants will be able to:

• Build and manage container images and registries, adhering to best practices for reproducibility and security.
• Deploy and manage Kubernetes objects, such as pods, deployments, and services, within OpenShift.
• Leverage OpenShift features including routes, build configurations, and the web console to streamline application delivery.
• Implement persistent storage, configuration management, and secrets handling for stateful workloads.
• Apply basic security protocols, RBAC, and monitoring practices to maintain healthy clusters and applications.

Format of the Course also allows for the evaluation of participants.

• Interactive lectures and discussions.
• Hands-on labs in a live OpenShift environment conducted daily.
• Scenario-driven exercises and troubleshooting workshops.

Course Customization Options

• To request customized training for this course, please contact us to arrange.

This instructor-led, live training (online or onsite) is designed for engineers who wish to evaluate each of these services to make informed decisions about deployment within their organization.

By the end of this training, participants will be able to:

• Set up a development environment that includes all required libraries, packages, and frameworks to start developing.
• Set up, configure, and deploy a series of demo containers using a variety of different approaches.
• Understand the architectural and design differences among different Docker/Kubernetes solutions within AWS.
• Automate the deployment of Docker containers.
• Set up a continuous integration and deployment pipeline.
• Integrate Docker and Kubernetes into an existing continuous integration system.

During this instructor-led live training in France, participants will learn how to manage Red Hat OpenShift Container Platform.

By the conclusion of this training, participants will be capable of:

• Creating, configuring, managing, and troubleshooting OpenShift clusters.
• Deploying containerized applications within on-premise environments, public clouds, or hosted clouds.
• Implementing security measures for OpenShift Container Platform
• Monitoring systems and collecting metrics.
• Managing storage resources.

In this instructor-led live training in France (onsite or remote), participants will learn how to create and manage Docker containers, then deploy a sample application inside a container. Participants will also learn how to automate, scale, and manage their containerized applications within a Kubernetes cluster. Finally, the training goes on to more advanced topics, walking participants through the process of securing, scaling and monitoring a Kubernetes cluster.

By the end of this training, participants will be able to:

• Set up and run a Docker container.
• Deploy a containerized server and web application.
• Build and manage Docker images.
• Set up a Docker and Kubernetes cluster.
• Use Kubernetes to deploy and manage a clustered web application.
• Secure, scale and monitor a Kubernetes cluster.

This instructor-led, live training in France (online or onsite) is designed for engineers looking to utilize Helm to streamline the installation and management of Kubernetes applications.

Upon completion of this training, participants will be able to:

• Install and configure Helm.
• Create reproducible builds for Kubernetes applications.
• Distribute applications as Helm charts.
• Run third-party applications stored as Helm charts.
• Manage Helm package releases.

This instructor-led, live training in France (online or onsite) is designed for beginner to intermediate software developers and DevOps professionals who want to learn how to set up and manage a local Kubernetes environment using Minikube.

By the end of this training, participants will be able to:

• Install and configure Minikube on their local machine.
• Understand the fundamental concepts and architecture of Kubernetes.
• Deploy and manage containers using kubectl and the Minikube dashboard.
• Set up persistent storage and networking solutions for Kubernetes.
• Leverage Minikube for developing, testing, and debugging applications.

This instructor-led, live training in France (online or onsite) is designed for intermediate-level developers and DevOps engineers who wish to integrate Minikube into their development workflows.

By the end of this training, participants will be able to:

• Set up and manage a local Kubernetes environment using Minikube.
• Deploy, manage, and debug applications on Minikube effectively.
• Integrate Minikube into continuous integration and deployment pipelines.
• Leverage Minikube's advanced features to streamline their development process.
• Apply industry best practices for local Kubernetes development.