Do I need prior experience with Docker or Kubernetes?

<text variant="body1">No, this course is designed to take you from beginner to advanced levels. While familiarity with basic IT concepts like networking and virtual machines can help, no prior experience with Docker or Kubernetes is required.

What is the role of Prometheus and Grafana in this course?

<text variant="body1">Prometheus will be used to collect system and container metrics, while Grafana will allow you to visualize those metrics through customizable dashboards, enabling real-time monitoring and observability of your containerized applications.

Is this course suitable for beginners?

<text variant="body1">Yes, this course is designed to take you from beginner to advanced levels. You’ll start with Docker fundamentals and work your way up to mastering Kubernetes orchestration and monitoring with Prometheus and Grafana.

Will I be able to deploy applications in production after completing the course?

<text variant="body1">Yes, this course prepares you to deploy, manage, and scale containerized applications in production environments using Docker and Kubernetes.

What is a container image?

<text variant="body1">A container image is a read-only file that includes all the components required to run an application, such as the code, runtime, libraries, system tools, and configuration files. It acts as a packaged blueprint that can be consistently deployed across different environments.

Is Kubernetes a container?

<text variant="body1">No, Kubernetes is not a container. Instead, it is a container orchestration platform designed to manage and coordinate containerized applications. While it doesn't function as a container itself, Kubernetes works alongside container runtimes like Docker, containerd, or CRI-O to deploy, manage, and scale containers within a cluster.

What will I get if I subscribe to this Specialization?

When you enroll in the course, you get access to all of the courses in the Specialization, 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.

Is financial aid available?

Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.

Containerization and Orchestration

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Containerization and Orchestration

Dieser Kurs ist Teil von Spezialisierung „Master DevOps: CI/CD, Automation & Monitoring“

Dozent: Edureka

Bei enthalten

Mehr erfahren

5 Module

Verschaffen Sie sich einen Einblick in ein Thema und lernen Sie die Grundlagen.

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5 Module

Verschaffen Sie sich einen Einblick in ein Thema und lernen Sie die Grundlagen.

Stufe Mittel

Empfohlene Erfahrung

3 Wochen zu vervollständigen

unter 10 Stunden pro Woche

Flexibler Zeitplan

In Ihrem eigenen Lerntempo lernen

Was Sie lernen werden

Create and manage containers and images with Docker to containerize applications effectively.
Deploy, scale, and manage containerized applications using Kubernetes in a cluster environment.
Orchestrate and manage multi-container applications with Docker Compose and Kubernetes for scalability and efficiency.
Set up Prometheus and Grafana to monitor and visualize container and cluster performance, ensuring system reliability.

Kompetenzen, die Sie erwerben

Kategorie: Containerization
Kategorie: System Monitoring
Kategorie: Continuous Monitoring
Kategorie: Application Deployment
Kategorie: Scalability
Kategorie: DevOps
Kategorie: Dashboard Creation
Kategorie: Cloud-Native Computing

Werkzeuge, die Sie lernen werden

Kategorie: Grafana
Kategorie: Docker (Software)
Kategorie: Data Persistence
Kategorie: Kubernetes
Kategorie: Prometheus (Software)

Wichtige Details

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19 Aufgaben

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In diesem Kurs gibt es 5 Module

This course will take you on a journey from the fundamentals of containerization to advanced techniques in orchestration and monitoring, helping you build real-world expertise step by step. You will start with the basics of Docker, gradually progressing to orchestrating containers at scale with Kubernetes, and finally mastering container monitoring and visualization using Prometheus and Grafana.

With a hands-on approach, this course covers everything from the fundamentals of containerization to deploying complex, multi-container applications, managing Kubernetes clusters, and implementing observability. You will gain the skills necessary to automate, monitor, and manage large-scale containerized environments. By the end of this course, you will be able to: • Understand the fundamentals of Docker and containerization • Create and manage Docker containers and images • Utilize Docker Compose for multi-container applications • Analyze the architecture of Kubernetes and deploy applications using Kubernetes. • Evaluate and scale Kubernetes clusters to meet application needs. • Design and implement observability solutions using Prometheus and Grafana to monitor containers and clusters. This course is designed for DevOps practitioners, system administrators, cloud engineers, and developers who want to deepen their expertise in containerization, orchestration, and monitoring. It’s perfect for those looking to enhance their ability to deploy, scale, and manage containerized applications in modern cloud-native environments while gaining proficiency in observability practices using tools like Prometheus and Grafana.

This module introduces containerization concepts and Docker fundamentals. It covers how containers work, how to use Docker CLI, port binding, and the differences between containers and virtual machines. It builds a foundation for creating and managing lightweight, portable environments.

Das ist alles enthalten

26 Videos6 Lektüren4 Aufgaben4 Diskussionsthemen

26 VideosInsgesamt 151 Minuten

Specialization Introduction4 Minuten
Course Introduction6 Minuten
Containerization Scenario Yelp - Challenges6 Minuten
Containerization Scenario Yelp - Transition to Docker5 Minuten
Introduction to Containerization5 Minuten
Introduction to Containerization - History and Use Cases7 Minuten
How Containers Work7 Minuten
Containers vs Virtual Machines - Architecture of Virtual Machines5 Minuten
Containers vs Virtual Machines - Architecture Comparison6 Minuten
Introduction to Docker5 Minuten
Introduction to Docker - Key Components4 Minuten
Introduction to Docker - Popularity6 Minuten
Docker Architecture - Architectural Diagram6 Minuten
Docker Architecture - Client, Host, and Registry6 Minuten
Docker Container Lifecycle5 Minuten
Docker CLI Commands - General and Container Management Commands7 Minuten
Docker CLI Commands - Image Management and Networking Commands6 Minuten
Docker Installation - Update Package and Enable Docker6 Minuten
Docker Installation - Running Docker7 Minuten
Docker CLI Commands - Demonstration - Running a Container6 Minuten
Docker CLI Commands - Demonstration - Listing Containers6 Minuten
Port Binding - Introduction and Types7 Minuten
Port Binding - Syntax and Example3 Minuten
Port Binding - Demonstration - Adding Port Binding7 Minuten
Port Binding - Demonstration - Running nginx Server7 Minuten
Port Binding - Demonstration - Launching the Container in Web Browser6 Minuten

6 LektürenInsgesamt 45 Minuten

Welcome to Containerization and Orchestration5 Minuten
The Evolution of OS-Level Virtualization10 Minuten
How to use Discussion Prompt5 Minuten
Understanding dockerd’s Role, REST APIs, and Plugin System10 Minuten
Docker Networking Bridge Driver and User-Defined Networks10 Minuten
Summary: Containerization using Docker5 Minuten

4 AufgabenInsgesamt 39 Minuten

Practice Quiz: Getting Started with Containers3 Minuten
Practice Quiz: Docker Fundamentals3 Minuten
Practice Quiz: Docker CLI and Port Binding3 Minuten
Knowledge Check: Containerization using Docker30 Minuten

4 DiskussionsthemenInsgesamt 20 Minuten

Introduce Yourself5 Minuten
The Role of Containers in Modern Application Development5 Minuten
Docker’s Security Implications5 Minuten
Port Binding Challenges in Containers5 Minuten

This module explores advanced Docker features including container modes, Dockerfiles, image creation, volumes, and Docker Compose. It also introduces orchestration with Docker Swarm and container monitoring using Prometheus and Grafana.

Das ist alles enthalten

55 Videos5 Lektüren5 Aufgaben4 Diskussionsthemen

55 VideosInsgesamt 338 Minuten

Docker Container Running Modes - Detached Mode7 Minuten
Docker Container Running Modes - Foreground Mode5 Minuten
Starting Containers in Different Modes - Interactive Mode7 Minuten
Starting Containers in Different Modes - Detached Mode7 Minuten
Dockerfile - Instruction5 Minuten
Dockerfile - Instruction Example4 Minuten
Dockerfile - Creating Dockerfile7 Minuten
Docker Daemon6 Minuten
Docker Daemon - Creating a Dockerfile7 Minuten
Docker Daemon - Build the Docker Image7 Minuten
Docker Image - Principles and Features6 Minuten
Docker Image - Components6 Minuten
Docker Image - Creating, Building, and Running Dockerfile7 Minuten
Writing a Dockerfile to Create an Image - Installing node.js7 Minuten
Writing a Dockerfile to Create an Image - Installing Dependencies and Creating Server6 Minuten
Writing a Dockerfile to Create an Image - Building Image5 Minuten
Managing Docker Images - Registries and Image Distribution7 Minuten
Managing Docker Images - Docker Hub6 Minuten
Managing Docker Images - Securing and Managing Images5 Minuten
Pulling and Pushing Images - Pushing an Image7 Minuten
Pulling and Pushing Images - Pulling an Image7 Minuten
Setting up Docker Hub - Logging into Docker Hub7 Minuten
Setting up Docker Hub - Pull and Run Image from Docker Hub6 Minuten
Storage and Volumes in Docker - Managing Storage4 Minuten
Storage and Volumes in Docker - Volumes7 Minuten
Storage and Volumes in Docker - Demonstration - Creating and Listing Docker Volumes5 Minuten
Storage and Volumes in Docker - Demonstration - Verifying Data Across Container Lifecycles6 Minuten
Docker Compose - Introduction4 Minuten
Docker Compose - Important Commands5 Minuten
Docker Compose Installation7 Minuten
Multi-container Deployment with Compose - Creating and Configuring a docker-compose File7 Minuten
Multi-container Deployment with Compose - Full Stack Setup and Verification7 Minuten
Multi-container Deployment with Compose - Managing WordPress, MySQL, and Full Lifecycle Operations6 Minuten
Docker Swarm - Introduction and Swarm Nodes6 Minuten
Docker Swarm - Architecture and Uses7 Minuten
Running Docker in Swarm Mode - Setting Up Docker Swarm7 Minuten
Running Docker in Swarm Mode - Adding Workers and Deploying Services in Docker Swarm6 Minuten
Running Docker in Swarm Mode - Scaling and Fault Tolerance in Docker Swarm6 Minuten
Running Docker in Swarm Mode - Accessing and Cleaning Up Docker Swarm Services5 Minuten
Docker Container Monitoring7 Minuten
Setting Up Prometheus to Monitor Docker - Prometheus Configuration and Docker Compose Setup7 Minuten
Setting Up Prometheus to Monitor Docker - Deploying Prometheus with Docker Compose5 Minuten
Configuring Prometheus Scrape Targets for Docker Containers - Target Configuration and Deployment7 Minuten
Configuring Prometheus Scrape Targets for Docker Containers - Visualizing Docker Container Metrics7 Minuten
Docker Metrics CPU, Memory, and Network Usage - Analyzing CPU and Network Usage5 Minuten
Docker Metrics CPU, Memory, and Network Usage - Real-Time Metrics with Docker Stats and Inspec5 Minuten
Docker Metrics CPU, Memory, and Network Usage - Real-Time Monitoring with Docker stats and cAdvisor6 Minuten
Using Prometheus to Query and Visualize Docker Metrics - Integrating Prometheus, cAdvisor, and Grafana6 Minuten
Using Prometheus to Query and Visualize Docker Metrics - Visualizing Docker Metrics with Prometheus, cAdvisor, and Grafana Dashboards7 Minuten
Using Prometheus to Query and Visualize Docker Metrics - Creating Real-Time Docker Dashboards in Grafana with Prometheus and cAdvisor Data7 Minuten
Using Prometheus to Query and Visualize Docker Metrics - Adding a MySQL Container 5 Minuten
Using Prometheus to Query and Visualize Docker Metrics - Real-Time Performance Tracking4 Minuten
Creating Dashboards for Docker Containers in Grafana - Setting Up Environment7 Minuten
Creating Dashboards for Docker Containers in Grafana - Adding Metrics to the Dashboard6 Minuten
Creating Dashboards for Docker Containers in Grafana - Customizing and Visualizing Data6 Minuten

5 LektürenInsgesamt 45 Minuten

Dockerfile Instructions10 Minuten
Multistage Dockerfile Builds10 Minuten
Docker Compose Advanced Features10 Minuten
Creating Custom Prometheus Exporters for Application-Level Metrics in Docker10 Minuten
Summary: Advanced Docker Management and Orchestration5 Minuten

5 AufgabenInsgesamt 42 Minuten

Practice Quiz: Docker Container Modes and Image Creation3 Minuten
Practice Quiz: Managing Docker Images and Volumes3 Minuten
Practice Quiz: Orchestrating Containers: Docker Compose and Swarm3 Minuten
Practice Quiz: Monitoring and Visualizing Docker Containers with Prometheus and Grafana3 Minuten
Knowledge Check: Advanced Docker Management and Orchestration30 Minuten

4 DiskussionsthemenInsgesamt 20 Minuten

Optimizing Dockerfile for Image Creation5 Minuten
Image and Volume Management Best Practices5 Minuten
Multi-container Applications with Docker Compose5 Minuten
Proactive Monitoring and Alerting in E-Commerce Platforms5 Minuten

This module covers Kubernetes core concepts such as Pods, Controllers, Services, and Deployments. It also introduces kubectl, scaling strategies, rolling updates, and the architecture of Kubernetes clusters.

Das ist alles enthalten

36 Videos4 Lektüren4 Aufgaben3 Diskussionsthemen

36 VideosInsgesamt 216 Minuten

Kubernetes Case Study7 Minuten
What is Kubernetes - Introduction6 Minuten
What is Kubernetes - Importance of Kubernetes6 Minuten
Kubernetes Core Concepts - Overview7 Minuten
Kubernetes Core Concepts - Nodes and Pods5 Minuten
Kubernetes Core Concepts - ReplicaSets and Namespaces6 Minuten
What is Kubectl3 Minuten
kubectl Installation7 Minuten
Kubectl Basic Command - create, get, run, and expose7 Minuten
Kubectl Basic Command - delete, apply, and edit4 Minuten
Kubectl Advanced Commands - rollout, scale, and set7 Minuten
Kubectl Advanced Commands - describe, exec, and logs6 Minuten
Working with kubectl Commands - Setting Up and Verifying Kubernetes Cluster6 Minuten
Working with kubectl Commands - Creating the YAML File for Deployment7 Minuten
Working with kubectl Commands - Describing Deployments4 Minuten
Working with kubectl Commands - Scaling Deployments6 Minuten
What are Pods6 Minuten
Pod Lifecycle - Pending Phase6 Minuten
Pod Lifecycle - Running, Succeeded, and Failed6 Minuten
ReplicaSet and ReplicationController - Defining ReplicaSet5 Minuten
ReplicaSet and ReplicationController - Use Cases5 Minuten
ReplicaSet and ReplicationController - Comparison7 Minuten
Kubernetes Pods Demonstration - Pod Creation and Verification7 Minuten
Kubernetes Pods Demonstration - Describing a Pod and Verifying Connectivity5 Minuten
Kubernetes Pods Demonstration - Testing Connectivity with Port Forwarding3 Minuten
Deployment - Introduction and Key Features5 Minuten
Deployments - Strategies7 Minuten
Deployments - Use Cases3 Minuten
Rolling Updates and Rollbacks - Overview7 Minuten
Rolling Updates and Rollbacks - Configuration Parameters6 Minuten
Rolling Updates and Rollbacks - Performing a Rolling Update7 Minuten
Deployments, Rolling Updates and Scaling in Kubernetes - Setting up Deployments 7 Minuten
Deployments, Rolling Updates and Scaling in Kubernetes - Exposing Deployments via NodePort 7 Minuten
Deployments, Rolling Updates and Scaling in Kubernetes - Performing Rolling Updates7 Minuten
Deployments, Rolling Updates and Scaling in Kubernetes - Performing Rollback7 Minuten
Deployments, Rolling Updates and Scaling in Kubernetes - Autoscaling with HPA6 Minuten

4 LektürenInsgesamt 35 Minuten

Kubernetes Control Plane Components in Depth10 Minuten
Kubectl Plugins and Client-Side Configuration10 Minuten
Kubernetes Health‑Check Patterns10 Minuten
Summary: Introduction to Kubernetes5 Minuten

4 AufgabenInsgesamt 39 Minuten

Practice Quiz: Getting Started with Kubernetes3 Minuten
Practice Quiz: Introduction to kubectl3 Minuten
Practice Quiz: Pods and Scaling in Kubernetes3 Minuten
Knowledge Check: Introduction to Kubernetes30 Minuten

3 DiskussionsthemenInsgesamt 15 Minuten

Kubernetes in Multi-Cloud Environments5 Minuten
Troubleshooting with kubectl in Production5 Minuten
Deploying and Managing ReplicaSets5 Minuten

This module focuses on Kubernetes networking, persistent storage, and advanced topics like StatefulSets, ConfigMaps, and Helm. It concludes with in-depth monitoring using Prometheus and Grafana to visualize metrics and set alerts.

Das ist alles enthalten

51 Videos5 Lektüren5 Aufgaben4 Diskussionsthemen

51 VideosInsgesamt 307 Minuten

Labels, Selectors and Annotations - Characteristics of Labels6 Minuten
Labels, Selectors and Annotations - Types of Selectors6 Minuten
Labels, Selectors and Annotations - Example of Annotation7 Minuten
Services - ClusterIP7 Minuten
Services - ClusterIP (Default) Example3 Minuten
Services - NodePort Service6 Minuten
Services - LoadBalancer Service5 Minuten
Services - ExternalName Service3 Minuten
Services - Headless Service6 Minuten
Services - Demonstration - Setting Up the Cluster7 Minuten
Services - Demonstration - Testing Communication with a Pod7 Minuten
Services - Demonstration - Creating the NodePort Service5 Minuten
Services - Demonstration - NodePort and LoadBalancer for Internal and External Access6 Minuten
Services - Demonstration - ExternalName Service for External Resource Mapping6 Minuten
Services - Demonstration - ClusterIP, NodePort, LoadBalancer, and External Name for External Resource Mapping5 Minuten
Persistent Volumes - Introduction6 Minuten
Persistent Volumes - Access Modes and Persistent Volume Claims (PVCs)7 Minuten
Persistent Volumes - Lifecycle2 Minuten
Persistent Volumes and Persistent Volume Claims - Creating the Persistent Volume Claim7 Minuten
Persistent Volumes and Persistent Volume Claims - Verifying the Volume and Pod Status7 Minuten
Persistent Volumes and Persistent Volume Claims - Terminating the Pod and Verifying Volume Detachment6 Minuten
Ephemeral Volume - Creating the Pod with Ephemeral Volume7 Minuten
Ephemeral Volume - Data Storage and Verification5 Minuten
Headless Service - Introduction6 Minuten
Headless Service - Use Cases and Example4 Minuten
StatefulSets - Overview7 Minuten
StatefulSets - Components and Working5 Minuten
StatefulSets - Demonstration - Headless Service Setup5 Minuten
StatefulSets - Demonstration - StatefulSet YAML Configuration7 Minuten
StatefulSets - Demonstration - Verifying Pod Connectivity7 Minuten
StatefulSets - Demonstration - Scaling StatefulSet6 Minuten
ConfigMaps and Secrets - Overview of ConfigMaps 5 Minuten
ConfigMaps and Secrets - Types of Secrets7 Minuten
ConfigMaps and Secrets - Creating a ConfigMap7 Minuten
ConfigMaps and Secrets - Using ConfigMap and Secret in a Pod7 Minuten
ConfigMaps and Secrets - Creating Secrets4 Minuten
Helm Charts - Demonstration - Creating Your First Helm Chart7 Minuten
Helm Charts - Demonstration - Deploying and Testing the Chart7 Minuten
Helm Charts - Upgrading Helm Charts5 Minuten
Setting Up Prometheus for Kubernetes Clusters - Installing Prometheus Using Helm7 Minuten
Setting Up Prometheus for Kubernetes Clusters - Adding the Prometheus Helm Repository7 Minuten
Kubernetes Metrics Pods, Nodes, and Deployments - Setting Up Prometheus and Grafana Dashboards6 Minuten
Kubernetes Metrics Pods, Nodes, and Deployments - Visualizing Metrics6 Minuten
Kubernetes Metrics Pods, Nodes, and Deployments - Displaying Prometheus Data7 Minuten
Prometheus Kubernetes Exporters and Custom - Creating Custom Metrics6 Minuten
Prometheus Kubernetes Exporters and Custom Metrics - Build and Deploy a Custom Metric Application6 Minuten
Prometheus Kubernetes Exporters and Custom Metrics - Pushing Custom Metrics for Prometheus Monitoring6 Minuten
Prometheus Kubernetes Exporters and Custom Metrics - Deploying a Node.js App on Kubernetes7 Minuten
Prometheus Kubernetes Exporters and Custom Metrics - Metrics Configuration and Visualization on Kubernetes7 Minuten
Configuring Prometheus to Scrape Kubernetes Metrics - Accessing and Viewing Kubernetes Metrics7 Minuten
Configuring Prometheus to Scrape Kubernetes Metrics - Capturing and Viewing Kubernetes Data6 Minuten

5 LektürenInsgesamt 45 Minuten

CNI plugins: Calico vs Flannel vs Weave Net10 Minuten
Dynamic Provisioning and StorageClass in Kubernetes10 Minuten
Helm Chart Development Best Practices10 Minuten
Alertmanager and Automated Remediation10 Minuten
Summary: Kubernetes Networking and Storage 5 Minuten

5 AufgabenInsgesamt 42 Minuten

Practice Quiz: Kubernetes Services3 Minuten
Working with Persistent Storage in Kubernetes3 Minuten
Practice Quiz: Advanced Kubernetes Concepts: StatefulSets, ConfigMaps, and Helm3 Minuten
Practice Quiz: Monitoring and Visualizing Kubernetes Metrics with Prometheus and Grafana3 Minuten
Knowledge Check: Kubernetes Networking and Storage 30 Minuten

4 DiskussionsthemenInsgesamt 20 Minuten

Load Balancing with Kubernetes Services5 Minuten
Managing Dynamic Storage Provisioning5 Minuten
Managing Application Configuration with ConfigMaps5 Minuten
Setting Alerts for Kubernetes Issues5 Minuten

This final module consolidates the knowledge and skills gained throughout the course. Learners will complete a practice project and graded assessments, reinforcing their ability to deploy, orchestrate, and monitor containerized applications in real-world scenarios.

Das ist alles enthalten

1 Video1 Lektüre1 Aufgabe1 Diskussionsthema

1 VideoInsgesamt 4 Minuten

Course Summary4 Minuten

1 LektüreInsgesamt 60 Minuten

Practice Project: ShopVerse DevOps Transformation Project: Building a Full-Stack CI/CD and Infrastructure Automation Pipeline60 Minuten

1 AufgabeInsgesamt 45 Minuten

End Course Knowledge Check: Containerization and Orchestration45 Minuten

1 DiskussionsthemaInsgesamt 5 Minuten

Describe Your Learning Journey5 Minuten

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Edureka

185 Kurse173.405 Lernende

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Häufig gestellte Fragen

This course covers the end-to-end process of working with containers. It starts with Docker fundamentals, progresses to deploying and scaling applications using Kubernetes, and includes monitoring and observability with Prometheus and Grafana. Designed for DevOps professionals, system administrators, and developers, the course focuses on building practical skills for managing containerized applications in cloud-native environments.

Containerization is a lightweight form of virtualization that allows you to package applications and their dependencies into containers. Containers can run on any system that supports containerization without worrying about dependencies, making them portable and scalable.

In this course, you will learn to use Docker for containerization, Kubernetes for orchestration, and Prometheus and Grafana for monitoring and observability.

Docker: You’ll need Docker installed on your system (Windows, macOS, or Linux). The course will guide you on how to install it.

Kubernetes: A local Kubernetes environment like Minikube or access to cloud providers like AWS/GCP for deploying Kubernetes clusters will be required.

Prometheus and Grafana: You will set up and use Prometheus and Grafana for monitoring and visualization.

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.