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Noah Gift
- Get hands-on experience with cloud computing building blocks like virtual machines and containers
- Learn to develop microservices using technologies like Flask and Kubernetes.
- Discover best practices for effective cloud operations, including monitoring, alerting, load testing, and continuous improvement.
- Apply DevOps principles to build and deploy cloud-native applications.
- Gain practical skills for designing and implementing scalable, reliable cloud solutions.
Register for this course and see more details by visiting:
OpenCourser.com/course/8wfj0p/cloud
What's inside
Learning objectives
- Evaluate best practices for implementing elastic cloud computing resources
- Develop apis utilizing software engineering best practices
- Develop docker format containers for data engineering and software workflows
- Plan and execute successful kubernetes workflows
- Develop microservices applying devops best practices
- Evaluate infrastructure configurations for optimizing cloud costs
- Implement effective monitoring, alerting, load testing, and kaizen methodology
- Evaluate best practices for implementing elastic cloud computing resources
- Develop apis utilizing software engineering best practices
- Develop docker format containers for data engineering and software workflows
- Plan and execute successful kubernetes workflows
- Develop microservices applying devops best practices
- Evaluate infrastructure configurations for optimizing cloud costs
- Implement effective monitoring, alerting, load testing, and kaizen methodology
Syllabus
\- Course 2 Project Overview (2 minutes)
\- Readings (4 readings, total 60 minutes)
Here is the course structure formatted with bullets for each module:
Read more
Syllabus
\- Course 2 Project Overview (2 minutes)
\- Readings (4 readings, total 60 minutes)
Here is the course structure formatted with bullets for each module:
Read more
Traffic lights
Traffic lights
Read about what's good
what should give you pause and
possible dealbreakers
Examines cloud computing building blocks such as virtual machines and containers, which are standard in the industry
Teaches development of microservices using industry-standard technologies like Flask and Kubernetes
Develops best practices for effective cloud operations, including monitoring, alerting, load testing, and continuous improvement
Applies DevOps principles to help learners build and deploy cloud-native applications
Builds a comprehensive study of cloud computing resources, microservices development, and cloud operations
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Reviews summary
Practical cloud virtualization & microservices
According to students, this course offers a strong foundation in cloud virtualization, containers, and microservices, with a particular emphasis on practical application. Learners consistently praise the hands-on labs and the coverage of crucial topics like Docker, Kubernetes, and microservices with Flask and FastAPI, deeming them incredibly useful for career development. The course also provides valuable insights into cloud operations, monitoring, and alerting. While many find the instructor's explanations clear, some reviews indicate that the course can be challenging for those new to the field, suggesting it might assume some prior knowledge and that certain topics could benefit from more in-depth coverage to achieve mastery.
Readings are informative but some may feel slightly outdated.
"The readings were also quite informative."
"My main criticism is that some readings felt a little dated, but the core concepts are still valid."
Covers highly relevant cloud, container, and microservice technologies.
"This course is absolutely fantastic for anyone looking to understand cloud virtualization, containers, and microservices in depth."
"A solid foundation for cloud-native development. The content on Docker and Kubernetes was well-structured."
"Very relevant topics for today's cloud landscape. The section on microservices was particularly insightful."
"The monitoring and alerting lessons were exactly what I needed for my current role."
Emphasizes practical application with highly useful, actionable labs.
"The labs are hands-on and incredibly useful, especially the Kubernetes part."
"The emphasis on practical application through labs made all the difference."
"The hands-on approach is superb. I learned so much about Docker, Kubernetes, and setting up scalable microservices."
"I found the operations module very practical for my job."
Instructor is knowledgeable, but pace and clarity vary for some topics.
"The instructor explains complex topics clearly."
"Instructor is knowledgeable but fast-paced."
"I found this course somewhat challenging. While the topics are important, the delivery was not always clear."
"I felt some explanations were too brief for such complex topics."
May assume existing knowledge and could benefit from deeper dives.
"some parts felt a bit rushed... would have liked more advanced API design patterns."
"it feels more like an overview than deep dive... requires external resources for mastery."
"I struggled a bit with the Kubernetes labs."
"I felt the course could benefit from more detailed explanations for beginners. Perhaps better suited for those with some existing cloud experience."
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:
Organize and review course materials
Show steps
Enhance retention by organizing and revisiting key course concepts.
Show steps
-
Create a central repository for all course materials
-
Regularly review and summarize key concepts
-
Identify areas for further exploration or clarification
Meetup with Cloud Enthusiasts
Show steps
Connect with professionals in the cloud computing industry to gain insights and build relationships.
Browse courses on
Cloud Computing
Show steps
-
Identify relevant meetups or networking events in your area or online.
-
Attend the event, introduce yourself, and engage in conversations.
-
Exchange contact information and follow up with valuable connections.
Review Docker concepts
Show steps
Reinforce Docker basics to strengthen understanding of virtualization and containers.
Browse courses on
Docker
Show steps
-
Revisit documentation on Docker concepts
-
Experiment with Docker commands in a test environment
12 other activities
Expand to see all activities and additional details
Show all 15 activities
Create a Cloud Learning Binder
Show steps
Improve your learning experience by organizing all course-related materials in one accessible place.
Browse courses on
Note-Taking
Show steps
-
Set up a digital notebook or binder using tools like OneNote, Evernote, or Google Keep.
-
Gather and organize lecture notes, readings, assignments, and other relevant materials within the binder.
-
Add summaries, annotations, or personal insights to enhance your understanding.
Read Designing Data-Intensive Applications
Show steps
Gain valuable insights into designing and implementing data-intensive cloud applications.
View
Secret Colors
on Amazon
Show steps
-
Read chapters relevant to the course modules.
-
Reflect on the concepts and apply them to your own projects.
Attend a Kubernetes Workshop
Show steps
Accelerate your Kubernetes knowledge through hands-on experience at a workshop.
Browse courses on
Kubernetes
Show steps
-
Locate a local or online Kubernetes workshop that aligns with your skill level.
-
Attend the workshop and actively participate in the exercises.
-
Engage with instructors and other attendees to expand your network and learn from their experiences.
Follow Kubernetes Tutorial
Show steps
Build a strong foundation in Kubernetes by following a guided tutorial.
Browse courses on
Kubernetes
Show steps
-
Select a beginner-friendly Kubernetes tutorial.
-
Follow the tutorial step-by-step, experimenting with the concepts.
-
Practice configuring and managing Kubernetes clusters.
Explore Kubernetes tutorials
Show steps
Enhance understanding of Kubernetes principles and practical application.
Browse courses on
Kubernetes
Show steps
-
Identify reputable tutorials on Kubernetes fundamentals
-
Follow tutorials to set up and manage Kubernetes clusters
-
Deploy applications using Kubernetes
Kubernetes Practice Problems
Show steps
Enhance your Kubernetes skills by solving practice problems.
Browse courses on
Kubernetes
Show steps
-
Find online platforms or resources that offer Kubernetes practice problems.
-
Solve a variety of problems covering different aspects of Kubernetes, such as cluster management, deployment, and networking.
-
Review your solutions against provided answers or community discussions.
Practice writing Flask applications
Show steps
Deepen proficiency in Flask by implementing its concepts through practice.
Browse courses on
Flask
Show steps
-
Create new Flask projects
-
Develop web applications with Flask
-
Troubleshoot and debug Flask applications
Attend virtual meetups on cloud computing
Show steps
Expand knowledge and connect with professionals in the field of cloud computing.
Browse courses on
Cloud Computing
Show steps
-
Research and identify relevant meetups
-
Actively participate in discussions and ask questions
-
Exchange contact information with other attendees
Developing a Cloud Computing Platform
Show steps
Kickstart your practical skills by embarking on a hands-on project to build a comprehensive cloud computing platform that integrates the concepts learned in the course.
Browse courses on
AWS
Show steps
-
Design the architecture and select cloud services
-
Provision and configure the cloud resources
-
Deploy and manage applications on the cloud platform
-
Monitor and optimize the platform's performance
-
Secure the platform and implement best practices
Design a Novel Microservice
Show steps
Develop your understanding of microservice architecture by creating your own microservice from scratch.
Browse courses on
Microservices
Show steps
-
Choose a specific problem or functionality you want to address with your microservice.
-
Define the API endpoints and data model for your microservice.
-
Develop the microservice using Flask and Python.
-
Deploy your microservice to the cloud using Kubernetes.
Develop a Cloud Cost Optimization Plan
Show steps
Deepen your understanding of cloud cost optimization by creating a plan for your own project.
Browse courses on
Cloud Cost Optimization
Show steps
-
Analyze your current cloud usage and identify areas for optimization.
-
Research and evaluate different cost-saving strategies.
-
Develop a detailed plan outlining your optimization strategies and expected outcomes.
Design and implement a cloud-based microservice
Show steps
Gain practical experience in designing and developing microservices in a cloud environment.
Browse courses on
Microservices
Show steps
-
Define the scope and requirements of the microservice
-
Design the microservice architecture
-
Implement the microservice using appropriate technologies
-
Deploy and test the microservice in a cloud environment
-
Monitor and maintain the microservice
Organize and review course materials
Show steps
Enhance retention by organizing and revisiting key course concepts.
Show steps
Show steps
Show steps
- Create a central repository for all course materials
- Regularly review and summarize key concepts
- Identify areas for further exploration or clarification
Meetup with Cloud Enthusiasts
Show steps
Connect with professionals in the cloud computing industry to gain insights and build relationships.
Browse courses on
Cloud Computing
Show steps
Show steps
Show steps
- Identify relevant meetups or networking events in your area or online.
- Attend the event, introduce yourself, and engage in conversations.
- Exchange contact information and follow up with valuable connections.
Review Docker concepts
Show steps
Reinforce Docker basics to strengthen understanding of virtualization and containers.
Browse courses on
Docker
Show steps
Show steps
Show steps
- Revisit documentation on Docker concepts
- Experiment with Docker commands in a test environment
12 other activities
Expand to see all activities and additional details
Show all 15 activities
Create a Cloud Learning Binder
Show steps
Improve your learning experience by organizing all course-related materials in one accessible place.
Browse courses on
Note-Taking
Show steps
Show steps
Show steps
- Set up a digital notebook or binder using tools like OneNote, Evernote, or Google Keep.
- Gather and organize lecture notes, readings, assignments, and other relevant materials within the binder.
- Add summaries, annotations, or personal insights to enhance your understanding.
Read Designing Data-Intensive Applications
Show steps
Gain valuable insights into designing and implementing data-intensive cloud applications.
View
Secret Colors
on Amazon
Show steps
Show steps
Show steps
- Read chapters relevant to the course modules.
- Reflect on the concepts and apply them to your own projects.
Attend a Kubernetes Workshop
Show steps
Accelerate your Kubernetes knowledge through hands-on experience at a workshop.
Browse courses on
Kubernetes
Show steps
Show steps
Show steps
- Locate a local or online Kubernetes workshop that aligns with your skill level.
- Attend the workshop and actively participate in the exercises.
- Engage with instructors and other attendees to expand your network and learn from their experiences.
Follow Kubernetes Tutorial
Show steps
Build a strong foundation in Kubernetes by following a guided tutorial.
Browse courses on
Kubernetes
Show steps
Show steps
Show steps
- Select a beginner-friendly Kubernetes tutorial.
- Follow the tutorial step-by-step, experimenting with the concepts.
- Practice configuring and managing Kubernetes clusters.
Explore Kubernetes tutorials
Show steps
Enhance understanding of Kubernetes principles and practical application.
Browse courses on
Kubernetes
Show steps
Show steps
Show steps
- Identify reputable tutorials on Kubernetes fundamentals
- Follow tutorials to set up and manage Kubernetes clusters
- Deploy applications using Kubernetes
Kubernetes Practice Problems
Show steps
Enhance your Kubernetes skills by solving practice problems.
Browse courses on
Kubernetes
Show steps
Show steps
Show steps
- Find online platforms or resources that offer Kubernetes practice problems.
- Solve a variety of problems covering different aspects of Kubernetes, such as cluster management, deployment, and networking.
- Review your solutions against provided answers or community discussions.
Practice writing Flask applications
Show steps
Deepen proficiency in Flask by implementing its concepts through practice.
Browse courses on
Flask
Show steps
Show steps
Show steps
- Create new Flask projects
- Develop web applications with Flask
- Troubleshoot and debug Flask applications
Attend virtual meetups on cloud computing
Show steps
Expand knowledge and connect with professionals in the field of cloud computing.
Browse courses on
Cloud Computing
Show steps
Show steps
Show steps
- Research and identify relevant meetups
- Actively participate in discussions and ask questions
- Exchange contact information with other attendees
Developing a Cloud Computing Platform
Show steps
Kickstart your practical skills by embarking on a hands-on project to build a comprehensive cloud computing platform that integrates the concepts learned in the course.
Browse courses on
AWS
Show steps
Show steps
Show steps
- Design the architecture and select cloud services
- Provision and configure the cloud resources
- Deploy and manage applications on the cloud platform
- Monitor and optimize the platform's performance
- Secure the platform and implement best practices
Design a Novel Microservice
Show steps
Develop your understanding of microservice architecture by creating your own microservice from scratch.
Browse courses on
Microservices
Show steps
Show steps
Show steps
- Choose a specific problem or functionality you want to address with your microservice.
- Define the API endpoints and data model for your microservice.
- Develop the microservice using Flask and Python.
- Deploy your microservice to the cloud using Kubernetes.
Develop a Cloud Cost Optimization Plan
Show steps
Deepen your understanding of cloud cost optimization by creating a plan for your own project.
Browse courses on
Cloud Cost Optimization
Show steps
Show steps
Show steps
- Analyze your current cloud usage and identify areas for optimization.
- Research and evaluate different cost-saving strategies.
- Develop a detailed plan outlining your optimization strategies and expected outcomes.
Design and implement a cloud-based microservice
Show steps
Gain practical experience in designing and developing microservices in a cloud environment.
Browse courses on
Microservices
Show steps
Show steps
Show steps
- Define the scope and requirements of the microservice
- Design the microservice architecture
- Implement the microservice using appropriate technologies
- Deploy and test the microservice in a cloud environment
- Monitor and maintain the microservice
Career center
Learners who complete Cloud Virtualization, Containers and APIs will develop knowledge and skills
that may be useful to these careers:
For more career information including salaries, visit:
OpenCourser.com/course/8wfj0p/cloud
Reading list
We haven't picked any books for this reading list yet.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/8wfj0p/cloud
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Effort
3 to 6 hours per week for 4 weeks
Level
Introductory
Via
edX
Institution
Pragmatic AI Labs
Instructor
Noah Gift
Language
English
Transcript
English
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