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Noah Gift
Welcome to the second course in the Building Cloud Computing Solutions at Scale Specialization! In this course, you will learn to design Cloud-native systems with the fundamental building blocks of Cloud computing. These building blocks include virtual machines and containers. You will also learn how to build effective Microservices using technologies like Flask and Kubernetes. Finally, you will analyze successful patterns in Operations including: Effective alerts, load testing and Kaizen.
Read more
Welcome to the second course in the Building Cloud Computing Solutions at Scale Specialization! In this course, you will learn to design Cloud-native systems with the fundamental building blocks of Cloud computing. These building blocks include virtual machines and containers. You will also learn how to build effective Microservices using technologies like Flask and Kubernetes. Finally, you will analyze successful patterns in Operations including: Effective alerts, load testing and Kaizen.
Read more
Welcome to the second course in the Building Cloud Computing Solutions at Scale Specialization! In this course, you will learn to design Cloud-native systems with the fundamental building blocks of Cloud computing. These building blocks include virtual machines and containers. You will also learn how to build effective Microservices using technologies like Flask and Kubernetes. Finally, you will analyze successful patterns in Operations including: Effective alerts, load testing and Kaizen.
This course is ideal for beginners as well as intermediate students interested in applying Cloud computing to data science, machine learning and data engineering. Students should have beginner level Linux and intermediate level Python skills. For your project in this course, you build a containerized Flask application that is continuously deployed to a Cloud platform: Amazon Web Services (AWS), Azure or Google Cloud Platform (GCP).
Register for this course and see more details by visiting:
OpenCourser.com/course/a2dhqp/cloud
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What's inside
Syllabus
Getting Started with Cloud Building Blocks
This week, you will learn how to access the free tiers of three Cloud environments. If you are joining after completing the first course in this Specialization, this will already be familiar to you. You will then have an opportunity to review the details of the final project in this course: Creating a containerized Flask application that is continuously deployed to a Cloud platform. Each week, you will learn and build upon key Cloud development skills to prepare you for this final course project.
Read more
Syllabus
Getting Started with Cloud Building Blocks
This week, you will learn how to access the free tiers of three Cloud environments. If you are joining after completing the first course in this Specialization, this will already be familiar to you. You will then have an opportunity to review the details of the final project in this course: Creating a containerized Flask application that is continuously deployed to a Cloud platform. Each week, you will learn and build upon key Cloud development skills to prepare you for this final course project.
Read more
Virtualization and Containers
This week, you will learn to evaluate the correct workflows for virtual machines and containers and how to choose the appropriate solution for the task at end. You will also learn about the powerful container management service: Kubernetes. You will apply this knowledge to create a containerized web service and deploy it to a managed container service.
Microservices
This week, you will learn to build effective Microservices that comply with DevOps best practices. You will also learn to operationalize Microservices using Continuous Delivery. You will apply this knowledge to create an effective Microservice using AWS Lambda.
Operations
This week, you will learn to effectively perform Operations. This involves mastering Monitoring and Alerts. A key question about Monitoring and Alerts is what to do when they occur. This question is handled in the following lesson. You will learn how load testing can prevent issues before they arise. Finally, the topic of Kaizen, or continuous improvement, is tackled. All of the topics this week are components of DevOps best practices.
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Develops fundamental cloud computing building blocks, including virtual machines, containers, and microservices
Establishes a foundation in Linux and Python for effective learning
Promotes industry standard practices, such as DevOps and continuous delivery
Provides opportunities for hands-on practice with containerization and microservices deployment
Covers essential operational skills, including monitoring, alerting, and load testing
May require a subscription to a cloud platform or additional tools for the project
Save this course
Save Cloud Virtualization, Containers and APIs to your list so you can find it easily later:
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Reviews summary
Cloud concepts overview
Learners largely agree that this course is most appropriate for those who want to gain an overview of key cloud concepts. Students describe the material as informative and well-structured, and there is special praise for the engaging format. Reviews note that some of the details provided are too superficial and that more hands-on experience would be helpful, but overall, students say they were satisfied with their learning experience. They also mention that the quizzes in the course are quite simple.
More hands-on experience
"I loved the hands-on experience!!"
"There were several issues in the course, that need to be updated."
Overview of cloud concepts
"This course was an eye-opener for me."
"Learnt about the major concepts of cloud virtualization, containers and APIs."
"Fantastic! Thank you."
Quizzes are too simple
"Also the quizzes are far too simple since many wrong answers are too obvious."
Insufficient detail
"The teacher teaches too many things but they all are too superficial."
"Sometimes it wasn't enough details"
Activities
Be better prepared
before
your course. Deepen your understanding
during
and
after
it. Supplement your coursework and achieve mastery of the topics covered
in Cloud Virtualization, Containers and APIs with these
activities:
Join a Study Group
Show steps
Enhance understanding by collaborating with peers in a study group setting, exchanging perspectives, and providing support.
Show steps
-
Identify potential study partners within the course or online communities.
-
Establish regular meeting times and set clear goals for each session.
-
Discuss course topics, share insights, and work together on assignments.
Linux for Cloud
Show steps
Refresh your knowledge of Linux to ensure a solid foundation for cloud computing.
Browse courses on
Linux
Show steps
-
Review online resources or books on basic Linux concepts.
-
Practice using Linux commands in a virtual environment or on a local machine.
Cluster Resources
Show steps
Collect and organize valuable learning resources in a single location for easy access and future reference.
Show steps
-
Identify core topics and areas of interest within the course.
-
Search for relevant resources such as online articles, tutorials, videos, and documentation.
-
Organize and categorize the resources logically, making them easy to navigate and retrieve.
Ten other activities
Expand to see all activities and additional details
Show all 13 activities
Kubernetes Best Practices Tutorial
Show steps
Enhance your knowledge of Kubernetes by following expert-led tutorials.
Browse courses on
Kubernetes
Show steps
-
Search for online tutorials on Kubernetes best practices.
-
Select a tutorial from a reputable source.
-
Follow the tutorial step-by-step and experiment with the concepts.
-
Apply what you learn to your own projects or assignments.
VM and Container Practicals
Show steps
Reinforce your understanding with practical exercises on virtualization and containers
Browse courses on
Containers
Show steps
-
Review the fundamental concepts of virtualization and containers.
-
Follow a tutorial on creating and managing VMs using your preferred cloud provider.
-
Deploy a simple containerized application using a container management service.
-
Experiment with scaling and updating your containerized application.
Build a Virtual Machine
Show steps
Develop hands-on experience by creating a virtual machine, gaining insights into its configuration and operational aspects.
Browse courses on
Virtual Machine
Show steps
-
Choose a cloud provider platform (AWS, Azure, GCP).
-
Create a new virtual machine instance.
-
Configure the virtual machine, including hardware specifications, operating system, and networking.
-
Install and set up necessary software and tools.
-
Test the virtual machine's functionality and performance.
Kubernetes Exercises
Show steps
Reinforce concepts related to Kubernetes by completing guided exercises and challenges, enhancing practical understanding.
Browse courses on
Kubernetes
Show steps
-
Set up a Kubernetes cluster locally or on a cloud platform.
-
Create and deploy sample containerized applications using Kubernetes commands.
-
Explore different Kubernetes objects, such as pods, deployments, and services.
-
Configure and manage Kubernetes components, including networking and storage.
Cloud Native Microservice Design
Show steps
Deepen your understanding and apply your skills by designing a cloud-native microservice.
Browse courses on
Microservices
Show steps
-
Choose a real-world use case and identify the core functionalities of your microservice.
-
Design the architecture of your microservice following best practices for DevOps.
-
Implement your microservice using a framework like Flask or Spring Boot.
-
Test and deploy your microservice to a cloud platform.
Cloud Case Study Discussion
Show steps
Engage with peers to discuss real-world cloud computing case studies.
Browse courses on
Cloud Computing
Show steps
-
Identify a group of peers or join an existing study group.
-
Select a cloud computing case study that interests the group.
-
Prepare by reading the case study and researching relevant concepts.
-
Attend the discussion and actively participate by sharing insights.
Design a Microservices Architecture
Show steps
Apply knowledge of Microservices by designing an architectural blueprint, considering scalability, reliability, and maintainability.
Browse courses on
Microservices
Show steps
-
Identify the functional requirements and decompose them into individual microservices.
-
Define communication mechanisms and data contracts between microservices.
-
Design for scalability, considering factors like load balancing and horizontal scaling.
-
Incorporate techniques for reliability, such as fault tolerance and self-healing mechanisms.
-
Document the microservices architecture and design decisions.
Deploy a Cloud-Native Flask Application
Show steps
Apply your skills by deploying a Flask application to a cloud platform.
Browse courses on
Flask
Show steps
-
Develop a sample Flask application that addresses a specific use case.
-
Choose a cloud platform (AWS, Azure, or GCP) and create an account.
-
Configure your application to be deployed in a cloud environment.
-
Deploy your application to the chosen cloud platform.
Cloud Operations for DevOps Workshop
Show steps
Expand your knowledge and network with industry experts by attending a workshop on cloud operations.
Browse courses on
Cloud Operations
Show steps
-
Research upcoming cloud operations workshops.
-
Register for a workshop that aligns with your interests.
-
Attend the workshop and actively participate in discussions.
-
Follow up with speakers and attendees to expand your network.
Cloud Hackathon
Show steps
Challenge yourself and collaborate with peers to build innovative cloud-based solutions.
Browse courses on
Cloud Computing
Show steps
-
Identify and register for a cloud hackathon that aligns with your interests.
-
Form a team or work individually on a project idea.
-
Design and develop a cloud-based solution that addresses the hackathon theme.
-
Submit your solution and present it to a panel of judges.
Join a Study Group
Show steps
Enhance understanding by collaborating with peers in a study group setting, exchanging perspectives, and providing support.
Show steps
Show steps
Show steps
- Identify potential study partners within the course or online communities.
- Establish regular meeting times and set clear goals for each session.
- Discuss course topics, share insights, and work together on assignments.
Linux for Cloud
Show steps
Refresh your knowledge of Linux to ensure a solid foundation for cloud computing.
Browse courses on
Linux
Show steps
Show steps
Show steps
- Review online resources or books on basic Linux concepts.
- Practice using Linux commands in a virtual environment or on a local machine.
Cluster Resources
Show steps
Collect and organize valuable learning resources in a single location for easy access and future reference.
Show steps
Show steps
Show steps
- Identify core topics and areas of interest within the course.
- Search for relevant resources such as online articles, tutorials, videos, and documentation.
- Organize and categorize the resources logically, making them easy to navigate and retrieve.
Ten other activities
Expand to see all activities and additional details
Show all 13 activities
Kubernetes Best Practices Tutorial
Show steps
Enhance your knowledge of Kubernetes by following expert-led tutorials.
Browse courses on
Kubernetes
Show steps
Show steps
Show steps
- Search for online tutorials on Kubernetes best practices.
- Select a tutorial from a reputable source.
- Follow the tutorial step-by-step and experiment with the concepts.
- Apply what you learn to your own projects or assignments.
VM and Container Practicals
Show steps
Reinforce your understanding with practical exercises on virtualization and containers
Browse courses on
Containers
Show steps
Show steps
Show steps
- Review the fundamental concepts of virtualization and containers.
- Follow a tutorial on creating and managing VMs using your preferred cloud provider.
- Deploy a simple containerized application using a container management service.
- Experiment with scaling and updating your containerized application.
Build a Virtual Machine
Show steps
Develop hands-on experience by creating a virtual machine, gaining insights into its configuration and operational aspects.
Browse courses on
Virtual Machine
Show steps
Show steps
Show steps
- Choose a cloud provider platform (AWS, Azure, GCP).
- Create a new virtual machine instance.
- Configure the virtual machine, including hardware specifications, operating system, and networking.
- Install and set up necessary software and tools.
- Test the virtual machine's functionality and performance.
Kubernetes Exercises
Show steps
Reinforce concepts related to Kubernetes by completing guided exercises and challenges, enhancing practical understanding.
Browse courses on
Kubernetes
Show steps
Show steps
Show steps
- Set up a Kubernetes cluster locally or on a cloud platform.
- Create and deploy sample containerized applications using Kubernetes commands.
- Explore different Kubernetes objects, such as pods, deployments, and services.
- Configure and manage Kubernetes components, including networking and storage.
Cloud Native Microservice Design
Show steps
Deepen your understanding and apply your skills by designing a cloud-native microservice.
Browse courses on
Microservices
Show steps
Show steps
Show steps
- Choose a real-world use case and identify the core functionalities of your microservice.
- Design the architecture of your microservice following best practices for DevOps.
- Implement your microservice using a framework like Flask or Spring Boot.
- Test and deploy your microservice to a cloud platform.
Cloud Case Study Discussion
Show steps
Engage with peers to discuss real-world cloud computing case studies.
Browse courses on
Cloud Computing
Show steps
Show steps
Show steps
- Identify a group of peers or join an existing study group.
- Select a cloud computing case study that interests the group.
- Prepare by reading the case study and researching relevant concepts.
- Attend the discussion and actively participate by sharing insights.
Design a Microservices Architecture
Show steps
Apply knowledge of Microservices by designing an architectural blueprint, considering scalability, reliability, and maintainability.
Browse courses on
Microservices
Show steps
Show steps
Show steps
- Identify the functional requirements and decompose them into individual microservices.
- Define communication mechanisms and data contracts between microservices.
- Design for scalability, considering factors like load balancing and horizontal scaling.
- Incorporate techniques for reliability, such as fault tolerance and self-healing mechanisms.
- Document the microservices architecture and design decisions.
Deploy a Cloud-Native Flask Application
Show steps
Apply your skills by deploying a Flask application to a cloud platform.
Browse courses on
Flask
Show steps
Show steps
Show steps
- Develop a sample Flask application that addresses a specific use case.
- Choose a cloud platform (AWS, Azure, or GCP) and create an account.
- Configure your application to be deployed in a cloud environment.
- Deploy your application to the chosen cloud platform.
Cloud Operations for DevOps Workshop
Show steps
Expand your knowledge and network with industry experts by attending a workshop on cloud operations.
Browse courses on
Cloud Operations
Show steps
Show steps
Show steps
- Research upcoming cloud operations workshops.
- Register for a workshop that aligns with your interests.
- Attend the workshop and actively participate in discussions.
- Follow up with speakers and attendees to expand your network.
Cloud Hackathon
Show steps
Challenge yourself and collaborate with peers to build innovative cloud-based solutions.
Browse courses on
Cloud Computing
Show steps
Show steps
Show steps
- Identify and register for a cloud hackathon that aligns with your interests.
- Form a team or work individually on a project idea.
- Design and develop a cloud-based solution that addresses the hackathon theme.
- Submit your solution and present it to a panel of judges.
Career center
Learners who complete Cloud Virtualization, Containers and APIs will develop knowledge and skills
that may be useful to these careers:
Cloud Engineer
Cloud Engineer
A Cloud Engineer builds and maintains cloud computing infrastructure. This course can help you build a strong foundation in cloud computing concepts, such as virtualization, containers, and APIs. You will also learn about DevOps best practices, which are essential for success in this role.
Cloud Architect
Cloud Architect
A Cloud Architect designs, builds, and maintains cloud computing systems. This course can help you build a foundation in cloud computing concepts, such as virtualization, containers, and APIs. You will also learn about DevOps best practices, which are essential for success in this role.
DevOps Engineer
DevOps Engineer
A DevOps Engineer works to bridge the gap between development and operations. This course can help you build a strong foundation in cloud computing concepts, such as virtualization, containers, and APIs. You will also learn about DevOps best practices, which are essential for success in this role.
Data Engineer
Data Engineer
A Data Engineer builds and maintains data pipelines. This course can help you build a foundation in cloud computing concepts, such as virtualization, containers, and APIs. You will also learn about DevOps best practices, which are essential for success in this role.
IT Manager
IT Manager
An IT Manager oversees the IT department of an organization. This course can help you build a foundation in cloud computing concepts, such as virtualization, containers, and APIs. You will also learn about DevOps best practices, which are essential for success in this role.
Security Engineer
Security Engineer
A Security Engineer protects computer systems from unauthorized access. This course can help you build a foundation in cloud computing concepts, such as virtualization, containers, and APIs. You will also learn about DevOps best practices, which are essential for success in this role.
Network Engineer
Network Engineer
A Network Engineer designs, builds, and maintains computer networks. This course can help you build a foundation in cloud computing concepts, such as virtualization, containers, and APIs. You will also learn about DevOps best practices, which are essential for success in this role.
Systems Administrator
Systems Administrator
A Systems Administrator manages and maintains computer systems. This course can help you build a foundation in cloud computing concepts, such as virtualization, containers, and APIs. You will also learn about DevOps best practices, which are essential for success in this role.
Cloud Consultant
Cloud Consultant
A Cloud Consultant helps organizations adopt cloud computing. This course can help you build a foundation in cloud computing concepts, such as virtualization, containers, and APIs. You will also learn about DevOps best practices, which are essential for success in this role.
Cloud Support Engineer
Cloud Support Engineer
A Cloud Support Engineer provides support for cloud computing systems. This course can help you build a foundation in cloud computing concepts, such as virtualization, containers, and APIs. You will also learn about DevOps best practices, which are essential for success in this role.
Cloud Business Analyst
Cloud Business Analyst
A Cloud Business Analyst helps organizations understand the business value of cloud computing. This course can help you build a foundation in cloud computing concepts, such as virtualization, containers, and APIs. You will also learn about DevOps best practices, which are essential for success in this role.
Data Scientist
Data Scientist
A Data Scientist uses data to solve business problems. This course can help you build a foundation in cloud computing concepts, such as virtualization, containers, and APIs. You will also learn about DevOps best practices, which are essential for success in this role.
Cloud Project Manager
Cloud Project Manager
A Cloud Project Manager manages cloud computing projects. This course can help you build a foundation in cloud computing concepts, such as virtualization, containers, and APIs. You will also learn about DevOps best practices, which are essential for success in this role.
Machine Learning Engineer
Machine Learning Engineer
A Machine Learning Engineer develops and maintains machine learning models. This course can help you build a foundation in cloud computing concepts, such as virtualization, containers, and APIs. You will also learn about DevOps best practices, which are essential for success in this role.
Software Engineer
Software Engineer
A Software Engineer designs, develops, and maintains software systems. This course can help you build a strong foundation in cloud computing concepts, such as virtualization, containers, and APIs. You will also learn about DevOps best practices, which are essential for success in this role.
For more career information including salaries, visit:
OpenCourser.com/course/a2dhqp/cloud
Reading list
We've selected eight books
that we think will supplement your
learning. Use these to
develop background knowledge, enrich your coursework, and gain a
deeper understanding of the topics covered in
Cloud Virtualization, Containers and APIs.
Save
This handbook provides a comprehensive guide to DevOps practices and methodologies. It covers topics such as culture, automation, measurement, and improvement, offering insights and best practices for implementing DevOps in organizations.
Provides practical guidance on designing and implementing microservices-based systems. It covers various patterns and best practices for building scalable, resilient, and maintainable microservices.
Provides a comprehensive guide to Kubernetes, covering its architecture, features, and use cases. It offers practical examples and best practices for deploying and managing containerized applications on Kubernetes.
Save
Focuses on developing and deploying Java applications in the cloud. It covers cloud-native technologies such as Spring Boot, Kubernetes, and Istio, providing practical guidance for building scalable and reliable cloud-based applications.
Explores cloud-native architectural patterns and best practices. It discusses topics such as microservices, containers, serverless computing, and DevOps, providing a comprehensive understanding of designing and implementing modern cloud-based applications.
Introduces the principles and practices of Site Reliability Engineering (SRE). It offers insights into how to design, build, and operate reliable and scalable systems, emphasizing the importance of monitoring, alerting, and incident response.
Save
Provides practical guidance on implementing DevOps principles and practices. It covers topics such as continuous integration, continuous delivery, and infrastructure automation, helping readers to improve the efficiency and quality of their software delivery processes.
Provides comprehensive coverage of cloud computing concepts, technologies, and architectures. It would be helpful as background reading for those new to cloud computing or who want to refresh their knowledge.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/a2dhqp/cloud
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Effort
5 weeks of study, 3-5 hours/week
Level
Introductory
Via
Coursera
Institution
Duke University
Instructor
Noah Gift
Language
English
Transcripts
Español
Français
Português
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中文
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This course belongs to a
collection
called
Building Cloud Computing Solutions at Scale. It's comprised of four courses:
- Cloud Machine Learning Engineering and MLOps
- Cloud Virtualization, Containers and APIs (viewing)
- Cloud Data Engineering
- Cloud Computing Foundations
Good to know
Develops fundamental cloud computing building blocks, including virtual machines, containers, and microservices
Establishes a foundation in Linux and Python for effective learning
Promotes industry standard practices, such as DevOps and continuous delivery
Provides opportunities for hands-on practice with containerization and microservices deployment
Covers essential operational skills, including monitoring, alerting, and load testing
May require a subscription to a cloud platform or additional tools for the project
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