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

Ce cours n'est pas disponible en Français (France)

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Containerization and Orchestration

Ce cours fait partie de Spécialisation "Master DevOps: CI/CD, Automation & Monitoring"

Instructeur : Edureka

Inclus avec

5 modules

Obtenez un aperçu d'un sujet et apprenez les principes fondamentaux.

niveau Intermédiaire

Expérience recommandée

3 semaines à compléter

à 10 heures par semaine

Planning flexible

Apprenez à votre propre rythme

5 modules

Obtenez un aperçu d'un sujet et apprenez les principes fondamentaux.

niveau Intermédiaire

Expérience recommandée

3 semaines à compléter

à 10 heures par semaine

Planning flexible

Apprenez à votre propre rythme

Ce que vous apprendrez

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.

Compétences que vous acquerrez

Catégorie : Continuous Monitoring
Catégorie : CI/CD
Catégorie : System Monitoring
Catégorie : Microservices
Catégorie : DevOps
Catégorie : Application Deployment
Catégorie : Scalability
Catégorie : Cloud-Native Computing
Catégorie : Containerization

Outils que vous découvrirez

Catégorie : YAML
Catégorie : Docker (Software)
Catégorie : Prometheus (Software)
Catégorie : Data Persistence
Catégorie : Grafana
Catégorie : Kubernetes

Détails à connaître

Certificat partageable

Ajouter à votre profil LinkedIn

Évaluations

19 devoirs

Enseigné en Anglais

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Élaborez votre expertise du sujet

Ce cours fait partie de la Spécialisation "Master DevOps: CI/CD, Automation & Monitoring"

Lorsque vous vous inscrivez à ce cours, vous êtes également inscrit(e) à cette Spécialisation.

Apprenez de nouveaux concepts auprès d'experts du secteur
Acquérez une compréhension de base d'un sujet ou d'un outil
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Il y a 5 modules dans ce cours

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.

Inclus

26 vidéos6 lectures4 devoirs4 sujets de discussion

26 vidéos Total 151 minutes

Specialization Introduction 4 minutes
Course Introduction 6 minutes
Containerization Scenario Yelp - Challenges 6 minutes
Containerization Scenario Yelp - Transition to Docker 5 minutes
Introduction to Containerization 5 minutes
Introduction to Containerization - History and Use Cases 7 minutes
How Containers Work 7 minutes
Containers vs Virtual Machines - Architecture of Virtual Machines 5 minutes
Containers vs Virtual Machines - Architecture Comparison 6 minutes
Introduction to Docker 5 minutes
Introduction to Docker - Key Components 4 minutes
Introduction to Docker - Popularity 6 minutes
Docker Architecture - Architectural Diagram 6 minutes
Docker Architecture - Client, Host, and Registry 6 minutes
Docker Container Lifecycle 5 minutes
Docker CLI Commands - General and Container Management Commands 7 minutes
Docker CLI Commands - Image Management and Networking Commands 6 minutes
Docker Installation - Update Package and Enable Docker 6 minutes
Docker Installation - Running Docker 7 minutes
Docker CLI Commands - Demonstration - Running a Container 6 minutes
Docker CLI Commands - Demonstration - Listing Containers 6 minutes
Port Binding - Introduction and Types 7 minutes
Port Binding - Syntax and Example 3 minutes
Port Binding - Demonstration - Adding Port Binding 7 minutes
Port Binding - Demonstration - Running nginx Server 7 minutes
Port Binding - Demonstration - Launching the Container in Web Browser 6 minutes

6 lectures Total 45 minutes

Welcome to Containerization and Orchestration 5 minutes
The Evolution of OS-Level Virtualization 10 minutes
How to use Discussion Prompt 5 minutes
Understanding dockerd’s Role, REST APIs, and Plugin System 10 minutes
Docker Networking Bridge Driver and User-Defined Networks 10 minutes
Summary: Containerization using Docker 5 minutes

4 devoirs Total 39 minutes

Knowledge Check: Containerization using Docker 30 minutes
Practice Quiz: Getting Started with Containers 3 minutes
Practice Quiz: Docker Fundamentals 3 minutes
Practice Quiz: Docker CLI and Port Binding 3 minutes

4 sujets de discussion Total 20 minutes

Introduce Yourself 5 minutes
The Role of Containers in Modern Application Development 5 minutes
Docker’s Security Implications 5 minutes
Port Binding Challenges in Containers 5 minutes

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.

Inclus

55 vidéos5 lectures5 devoirs4 sujets de discussion

55 vidéos Total 338 minutes

Docker Container Running Modes - Detached Mode 7 minutes
Docker Container Running Modes - Foreground Mode 5 minutes
Starting Containers in Different Modes - Interactive Mode 7 minutes
Starting Containers in Different Modes - Detached Mode 7 minutes
Dockerfile - Instruction 5 minutes
Dockerfile - Instruction Example 4 minutes
Dockerfile - Creating Dockerfile 7 minutes
Docker Daemon 6 minutes
Docker Daemon - Creating a Dockerfile 7 minutes
Docker Daemon - Build the Docker Image 7 minutes
Docker Image - Principles and Features 6 minutes
Docker Image - Components 6 minutes
Docker Image - Creating, Building, and Running Dockerfile 7 minutes
Writing a Dockerfile to Create an Image - Installing node.js 7 minutes
Writing a Dockerfile to Create an Image - Installing Dependencies and Creating Server 6 minutes
Writing a Dockerfile to Create an Image - Building Image 5 minutes
Managing Docker Images - Registries and Image Distribution 7 minutes
Managing Docker Images - Docker Hub 6 minutes
Managing Docker Images - Securing and Managing Images 5 minutes
Pulling and Pushing Images - Pushing an Image 7 minutes
Pulling and Pushing Images - Pulling an Image 7 minutes
Setting up Docker Hub - Logging into Docker Hub 7 minutes
Setting up Docker Hub - Pull and Run Image from Docker Hub 6 minutes
Storage and Volumes in Docker - Managing Storage 4 minutes
Storage and Volumes in Docker - Volumes 7 minutes
Storage and Volumes in Docker - Demonstration - Creating and Listing Docker Volumes 5 minutes
Storage and Volumes in Docker - Demonstration - Verifying Data Across Container Lifecycles 6 minutes
Docker Compose - Introduction 4 minutes
Docker Compose - Important Commands 5 minutes
Docker Compose Installation 7 minutes
Multi-container Deployment with Compose - Creating and Configuring a docker-compose File 7 minutes
Multi-container Deployment with Compose - Full Stack Setup and Verification 7 minutes
Multi-container Deployment with Compose - Managing WordPress, MySQL, and Full Lifecycle Operations 6 minutes
Docker Swarm - Introduction and Swarm Nodes 6 minutes
Docker Swarm - Architecture and Uses 7 minutes
Running Docker in Swarm Mode - Setting Up Docker Swarm 7 minutes
Running Docker in Swarm Mode - Adding Workers and Deploying Services in Docker Swarm 6 minutes
Running Docker in Swarm Mode - Scaling and Fault Tolerance in Docker Swarm 6 minutes
Running Docker in Swarm Mode - Accessing and Cleaning Up Docker Swarm Services 5 minutes
Docker Container Monitoring 7 minutes
Setting Up Prometheus to Monitor Docker - Prometheus Configuration and Docker Compose Setup 7 minutes
Setting Up Prometheus to Monitor Docker - Deploying Prometheus with Docker Compose 5 minutes
Configuring Prometheus Scrape Targets for Docker Containers - Target Configuration and Deployment 7 minutes
Configuring Prometheus Scrape Targets for Docker Containers - Visualizing Docker Container Metrics 7 minutes
Docker Metrics CPU, Memory, and Network Usage - Analyzing CPU and Network Usage 5 minutes
Docker Metrics CPU, Memory, and Network Usage - Real-Time Metrics with Docker Stats and Inspec 5 minutes
Docker Metrics CPU, Memory, and Network Usage - Real-Time Monitoring with Docker stats and cAdvisor 6 minutes
Using Prometheus to Query and Visualize Docker Metrics - Integrating Prometheus, cAdvisor, and Grafana 6 minutes
Using Prometheus to Query and Visualize Docker Metrics - Visualizing Docker Metrics with Prometheus, cAdvisor, and Grafana Dashboards 7 minutes
Using Prometheus to Query and Visualize Docker Metrics - Creating Real-Time Docker Dashboards in Grafana with Prometheus and cAdvisor Data 7 minutes
Using Prometheus to Query and Visualize Docker Metrics - Adding a MySQL Container 5 minutes
Using Prometheus to Query and Visualize Docker Metrics - Real-Time Performance Tracking 4 minutes
Creating Dashboards for Docker Containers in Grafana - Setting Up Environment 7 minutes
Creating Dashboards for Docker Containers in Grafana - Adding Metrics to the Dashboard 6 minutes
Creating Dashboards for Docker Containers in Grafana - Customizing and Visualizing Data 6 minutes

5 lectures Total 45 minutes

Dockerfile Instructions 10 minutes
Multistage Dockerfile Builds 10 minutes
Docker Compose Advanced Features 10 minutes
Creating Custom Prometheus Exporters for Application-Level Metrics in Docker 10 minutes
Summary: Advanced Docker Management and Orchestration 5 minutes

5 devoirs Total 42 minutes

Knowledge Check: Advanced Docker Management and Orchestration 30 minutes
Practice Quiz: Docker Container Modes and Image Creation 3 minutes
Practice Quiz: Managing Docker Images and Volumes 3 minutes
Practice Quiz: Orchestrating Containers: Docker Compose and Swarm 3 minutes
Practice Quiz: Monitoring and Visualizing Docker Containers with Prometheus and Grafana 3 minutes

4 sujets de discussion Total 20 minutes

Optimizing Dockerfile for Image Creation 5 minutes
Image and Volume Management Best Practices 5 minutes
Multi-container Applications with Docker Compose 5 minutes
Proactive Monitoring and Alerting in E-Commerce Platforms 5 minutes

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.

Inclus

36 vidéos4 lectures4 devoirs3 sujets de discussion

36 vidéos Total 216 minutes

Kubernetes Case Study 7 minutes
What is Kubernetes - Introduction 6 minutes
What is Kubernetes - Importance of Kubernetes 6 minutes
Kubernetes Core Concepts - Overview 7 minutes
Kubernetes Core Concepts - Nodes and Pods 5 minutes
Kubernetes Core Concepts - ReplicaSets and Namespaces 6 minutes
What is Kubectl 3 minutes
kubectl Installation 7 minutes
Kubectl Basic Command - create, get, run, and expose 7 minutes
Kubectl Basic Command - delete, apply, and edit 4 minutes
Kubectl Advanced Commands - rollout, scale, and set 7 minutes
Kubectl Advanced Commands - describe, exec, and logs 6 minutes
Working with kubectl Commands - Setting Up and Verifying Kubernetes Cluster 6 minutes
Working with kubectl Commands - Creating the YAML File for Deployment 7 minutes
Working with kubectl Commands - Describing Deployments 4 minutes
Working with kubectl Commands - Scaling Deployments 6 minutes
What are Pods 6 minutes
Pod Lifecycle - Pending Phase 6 minutes
Pod Lifecycle - Running, Succeeded, and Failed 6 minutes
ReplicaSet and ReplicationController - Defining ReplicaSet 5 minutes
ReplicaSet and ReplicationController - Use Cases 5 minutes
ReplicaSet and ReplicationController - Comparison 7 minutes
Kubernetes Pods Demonstration - Pod Creation and Verification 7 minutes
Kubernetes Pods Demonstration - Describing a Pod and Verifying Connectivity 5 minutes
Kubernetes Pods Demonstration - Testing Connectivity with Port Forwarding 3 minutes
Deployment - Introduction and Key Features 5 minutes
Deployments - Strategies 7 minutes
Deployments - Use Cases 3 minutes
Rolling Updates and Rollbacks - Overview 7 minutes
Rolling Updates and Rollbacks - Configuration Parameters 6 minutes
Rolling Updates and Rollbacks - Performing a Rolling Update 7 minutes
Deployments, Rolling Updates and Scaling in Kubernetes - Setting up Deployments 7 minutes
Deployments, Rolling Updates and Scaling in Kubernetes - Exposing Deployments via NodePort 7 minutes
Deployments, Rolling Updates and Scaling in Kubernetes - Performing Rolling Updates 7 minutes
Deployments, Rolling Updates and Scaling in Kubernetes - Performing Rollback 7 minutes
Deployments, Rolling Updates and Scaling in Kubernetes - Autoscaling with HPA 6 minutes

4 lectures Total 35 minutes

Kubernetes Control Plane Components in Depth 10 minutes
Kubectl Plugins and Client-Side Configuration 10 minutes
Kubernetes Health‑Check Patterns 10 minutes
Summary: Introduction to Kubernetes 5 minutes

4 devoirs Total 39 minutes

Knowledge Check: Introduction to Kubernetes 30 minutes
Practice Quiz: Getting Started with Kubernetes 3 minutes
Practice Quiz: Introduction to kubectl 3 minutes
Practice Quiz: Pods and Scaling in Kubernetes 3 minutes

3 sujets de discussion Total 15 minutes

Kubernetes in Multi-Cloud Environments 5 minutes
Troubleshooting with kubectl in Production 5 minutes
Deploying and Managing ReplicaSets 5 minutes

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.

Inclus

51 vidéos5 lectures5 devoirs4 sujets de discussion

51 vidéos Total 307 minutes

Labels, Selectors and Annotations - Characteristics of Labels 6 minutes
Labels, Selectors and Annotations - Types of Selectors 6 minutes
Labels, Selectors and Annotations - Example of Annotation 7 minutes
Services - ClusterIP 7 minutes
Services - ClusterIP (Default) Example 3 minutes
Services - NodePort Service 6 minutes
Services - LoadBalancer Service 5 minutes
Services - ExternalName Service 3 minutes
Services - Headless Service 6 minutes
Services - Demonstration - Setting Up the Cluster 7 minutes
Services - Demonstration - Testing Communication with a Pod 7 minutes
Services - Demonstration - Creating the NodePort Service 5 minutes
Services - Demonstration - NodePort and LoadBalancer for Internal and External Access 6 minutes
Services - Demonstration - ExternalName Service for External Resource Mapping 6 minutes
Services - Demonstration - ClusterIP, NodePort, LoadBalancer, and External Name for External Resource Mapping 5 minutes
Persistent Volumes - Introduction 6 minutes
Persistent Volumes - Access Modes and Persistent Volume Claims (PVCs) 7 minutes
Persistent Volumes - Lifecycle 2 minutes
Persistent Volumes and Persistent Volume Claims - Creating the Persistent Volume Claim 7 minutes
Persistent Volumes and Persistent Volume Claims - Verifying the Volume and Pod Status 7 minutes
Persistent Volumes and Persistent Volume Claims - Terminating the Pod and Verifying Volume Detachment 6 minutes
Ephemeral Volume - Creating the Pod with Ephemeral Volume 7 minutes
Ephemeral Volume - Data Storage and Verification 5 minutes
Headless Service - Introduction 6 minutes
Headless Service - Use Cases and Example 4 minutes
StatefulSets - Overview 7 minutes
StatefulSets - Components and Working 5 minutes
StatefulSets - Demonstration - Headless Service Setup 5 minutes
StatefulSets - Demonstration - StatefulSet YAML Configuration 7 minutes
StatefulSets - Demonstration - Verifying Pod Connectivity 7 minutes
StatefulSets - Demonstration - Scaling StatefulSet 6 minutes
ConfigMaps and Secrets - Overview of ConfigMaps 5 minutes
ConfigMaps and Secrets - Types of Secrets 7 minutes
ConfigMaps and Secrets - Creating a ConfigMap 7 minutes
ConfigMaps and Secrets - Using ConfigMap and Secret in a Pod 7 minutes
ConfigMaps and Secrets - Creating Secrets 4 minutes
Helm Charts - Demonstration - Creating Your First Helm Chart 7 minutes
Helm Charts - Demonstration - Deploying and Testing the Chart 7 minutes
Helm Charts - Upgrading Helm Charts 5 minutes
Setting Up Prometheus for Kubernetes Clusters - Installing Prometheus Using Helm 7 minutes
Setting Up Prometheus for Kubernetes Clusters - Adding the Prometheus Helm Repository 7 minutes
Kubernetes Metrics Pods, Nodes, and Deployments - Setting Up Prometheus and Grafana Dashboards 6 minutes
Kubernetes Metrics Pods, Nodes, and Deployments - Visualizing Metrics 6 minutes
Kubernetes Metrics Pods, Nodes, and Deployments - Displaying Prometheus Data 7 minutes
Prometheus Kubernetes Exporters and Custom - Creating Custom Metrics 6 minutes
Prometheus Kubernetes Exporters and Custom Metrics - Build and Deploy a Custom Metric Application 6 minutes
Prometheus Kubernetes Exporters and Custom Metrics - Pushing Custom Metrics for Prometheus Monitoring 6 minutes
Prometheus Kubernetes Exporters and Custom Metrics - Deploying a Node.js App on Kubernetes 7 minutes
Prometheus Kubernetes Exporters and Custom Metrics - Metrics Configuration and Visualization on Kubernetes 7 minutes
Configuring Prometheus to Scrape Kubernetes Metrics - Accessing and Viewing Kubernetes Metrics 7 minutes
Configuring Prometheus to Scrape Kubernetes Metrics - Capturing and Viewing Kubernetes Data 6 minutes

5 lectures Total 45 minutes

CNI plugins: Calico vs Flannel vs Weave Net 10 minutes
Dynamic Provisioning and StorageClass in Kubernetes 10 minutes
Helm Chart Development Best Practices 10 minutes
Alertmanager and Automated Remediation 10 minutes
Summary: Kubernetes Networking and Storage 5 minutes

5 devoirs Total 42 minutes

Knowledge Check: Kubernetes Networking and Storage 30 minutes
Practice Quiz: Kubernetes Services 3 minutes
Working with Persistent Storage in Kubernetes 3 minutes
Practice Quiz: Advanced Kubernetes Concepts: StatefulSets, ConfigMaps, and Helm 3 minutes
Practice Quiz: Monitoring and Visualizing Kubernetes Metrics with Prometheus and Grafana 3 minutes

4 sujets de discussion Total 20 minutes

Load Balancing with Kubernetes Services 5 minutes
Managing Dynamic Storage Provisioning 5 minutes
Managing Application Configuration with ConfigMaps 5 minutes
Setting Alerts for Kubernetes Issues 5 minutes

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.

Inclus

1 vidéo1 lecture1 devoir1 sujet de discussion

1 vidéo Total 4 minutes

Course Summary 4 minutes

1 lecture Total 60 minutes

Practice Project: ShopVerse DevOps Transformation Project: Building a Full-Stack CI/CD and Infrastructure Automation Pipeline 60 minutes

1 devoir Total 45 minutes

End Course Knowledge Check: Containerization and Orchestration 45 minutes

1 sujet de discussion Total 5 minutes

Describe Your Learning Journey 5 minutes

Obtenez un certificat professionnel

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Instructeur

Edureka

157 Cours 147 109 apprenants

Offert par

Edureka

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Foire Aux Questions

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.