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Cloud Virtualization, Containers and APIs

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.
Enroll now

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

Syllabus

\- Course 2 Project Overview (2 minutes)
\- Readings (4 readings, total 60 minutes)
Here is the course structure formatted with bullets for each module:
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1\. Getting Started with Cloud Building Blocks (Module 1 - 1 hour)
\- Videos (5 videos, total 10 minutes)
\- Instructor Introduction (1 minute, preview)
\- Course Introduction (2 minutes)
\- Course Prerequisites (2 minutes)
\- Lab Onboarding (1 minute)
\- Getting Started and Course Gotchas (10 minutes)
\- Course Structure and Discussion Etiquette (10 minutes)
\- Create a free account with AWS, Azure and GCP (30 minutes)
\- Specialization Project Roadmap: Course 2 (10 minutes)
\- Discussion Prompt (1 prompt, total 10 minutes)
\- Introductions (10 minutes)
2\. Virtualization and Containers (Module 2 - 10 hours)
\- Videos (26 videos, total 115 minutes)
\- Introduction to Virtual Machines (2 minutes, preview)
\- Containers vs. Virtual Machines (2 minutes)
\- ...
\- Readings (16 readings, total 190 minutes)
\- Key Terms (10 minutes)
\- Red Hat on Containers vs VMs (10 minutes)
\- Quizzes (4 quizzes, total 120 minutes)
\- Week 2 Quiz (30 minutes)
\- Quiz-Virtual Machines (30 minutes)
\- Discussion Prompts (4 prompts, total 40 minutes)
\- AWS vCPU (10 minutes)
\- Advantages of Spot Instances (10 minutes)
\- Ungraded Labs (3 labs, total 180 minutes)
\- Bash Aliases (60 minutes)
\- Lint Dockerfile (60 minutes)
\- FastAPI Calculator Microservice (60 minutes)
3\. Microservices (Module 3 - 9 hours)
\- Videos (22 videos, total 88 minutes)
\- Introduction to Microservices (1 minute, preview)
\- What is a Microservice? (2 minutes)
\- Readings (16 readings, total 160 minutes)
\- How To Transform (10 minutes)
\- Week 3 Quiz (30 minutes)
\- Quiz-What is a Microservice? (30 minutes)
\- Discussion Prompts (3 prompts, total 30 minutes)
\- Microservices as a DevOps Best Practice (10 minutes)
\- Processing JSON (60 minutes)
\- Flask Change Microservice (60 minutes)
\- Marco Polo Command-line tool (60 minutes)
4\. Operations (Module 4 - 9 hours)
\- Videos (13 videos, total 42 minutes)
\- Introduction to Monitoring and Alerts (1 minute, preview)
\- Effective Monitoring and Alerts (2 minutes)
\- Readings (13 readings, total 130 minutes)
\- Scaling and Monitoring (10 minutes)
\- Week 4 Quiz (30 minutes)
\- Quiz-Monitoring and Alerts (30 minutes)
\- Actionable Alerts (10 minutes)
\- Load Testing (10 minutes)
\- The Five Whys (10 minutes)
\- Ungraded Labs (4 labs, total 240 minutes)
\- Load Test a Flask Microservice (60 minutes)
\- VS Code Sandbox (60 minutes)
\- Jupyter Sandbox (60 minutes)
\- Linux Desktop Sandbox (60 minutes)

Good to know

Know what's good
, what to watch for
, 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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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
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
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
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
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Create a Cloud Learning Binder
Improve your learning experience by organizing all course-related materials in one accessible place.
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  • 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
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
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
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
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
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
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
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
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.
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  • 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
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
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
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

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Course image
Effort
3 to 6 hours per week for 4 weeks
Level
Introductory
Via
edX
Institution
Pragmatic AI Labs
Instructor
Noah Gift
Session
April 30, 2024 - April 30, 2025
Language
English
Transcript
English
Good to know
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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