Cloud Computing Technologies - Master's

Jeremy Hajek

This course will cover the basic concepts of Cloud Computing and Cloud Native thinking. We will study the five components of Cloud. Topics will focus on application and infrastructure scalability, reliability, and security. Commercial and local cloud architectures are examined. An integration of course topics will result in a project employing various cloud computing technologies.

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What's inside

Syllabus

This comprehensive module explores the various models of cloud computing, their application across different industries, and the underlying components that define them. Students will learn to differentiate between the main models of cloud computing and understand how these models can be applied to meet the unique needs of different sectors. This module will also delve into the standard definition of cloud computing, outline the three traditional service levels, and discuss the evolution of cloud models from their inception to future projections. Additionally, it will cover the three basic cloud-native design patterns and contrast them with legacy design patterns, providing students with a holistic view of cloud architecture and its practical implications.

Module 1: Development of Cloud Computing and Cloud Native Thinking

Welcome to Cloud Computing Technologies! Module 1 provides an in-depth exploration of the technological advancements and key developments that have shaped the realm of Cloud Computing. Students will delve into the historical context, pivotal innovations, and the significant contributions of industry leaders that have defined the standards and practices of today’s cloud computing landscape. By examining the technical, operational, and strategic aspects, learners will gain a comprehensive understanding of how cloud computing has evolved and its foundational components.

Module 2: Cloud Native Tooling

Module 2 is designed to equip students with the essential technical skills needed for setting up, managing, and deploying virtualization solutions and cloud-based environments. Focused on industry-standard practices, students will learn how to navigate and utilize virtualization tools, package managers, version control systems, Integrated Development Environments (IDEs), and cloud services. This module emphasizes practical experience, guiding students through configuring and deploying virtualization layers, managing cloud provider accounts, and leveraging command-line tools for cloud service authentication.

Module 3: Cloud Native Design Patterns and Principles – I Target Groups

This module dives deep into the architectural and operational aspects of cloud computing, with a special focus on design patterns, cloud components, and resource management using Amazon Web Services (AWS) as a primary example. Students will gain a thorough understanding of how to articulate cloud design concepts, create and manage cloud resources programmatically, and apply best practices in version control and script-based management. Through practical exercises and demonstrations, learners will become proficient in deploying and removing cloud resources effectively, understanding load balancing mechanisms, and leveraging AWS for scalable and resilient cloud architectures.

Module 4: Cloud Native Design Patterns and Principles – II Autoscaling Groups

This module offers a comprehensive exploration of Autoscaling within cloud computing, focusing on the principles and practical applications of scaling infrastructure dynamically in response to application demand. Through a detailed examination of Autoscaling mechanisms, particularly within the context of Amazon Web Services (AWS), students will learn how to design, implement, and manage scalable cloud-native solutions efficiently. This module covers the conceptual underpinnings of Autoscaling, the strategic use of Launch Templates versus traditional EC2 commands, and the operational practices for managing the lifecycle of instances within Autoscaling Groups.

Module 5: Cloud Native Storage Patterns and Principles

This module introduces students to the fundamental concepts of storage in cloud computing, focusing on the three primary types of storage: Object, Block, and File storage. It provides a detailed examination of the differences between these storage types and their suitable applications. Special emphasis is given to Object storage, its design alignment with cloud computing paradigms, and its implementation through Amazon S3. Students will explore the security considerations, performance issues, and practical applications of each storage type. The module aims to equip students with the knowledge to make informed decisions about storage solutions in cloud environments and to implement these solutions effectively.

Module 6: Cloud Native Database Patterns and Principles

This module delves into the intricacies of database management within the cloud environment, contrasting traditional relational databases with cloud-native solutions. Students will explore the operational dynamics, advantages, and disadvantages of relational databases in the cloud, and examine the innovative features and security benefits of cloud-native databases. This module will cover hosted database services, the economic implications of adopting cloud-native databases, and the crucial role of secret management in securing database access. Through practical demonstrations, students will gain hands-on experience with a Cloud Platform Secrets Manager and learn the processes for database backups and restoration in the cloud. This module aims to provide a comprehensive understanding of database choices in the cloud and best practices for security and cost management.

Module 7: Cloud Native Orchestration Patterns and Principles

This module explores the foundational concepts and practical applications of Infrastructure as Code (IaC) in cloud computing, with a focus on declarative and imperative languages used for deploying cloud infrastructure. Students will gain an understanding of the nuances between these two approaches and their applicability in different scenarios of cloud infrastructure management. The course will also address the security considerations associated with creating custom Amazon Machine Images (AMIs), the intricacies of interacting with application source code, and the deployment, configuration, and management of AWS environments using Terraform. Additionally, it will guide students through the process of converting existing infrastructure to be managed by Terraform, emphasizing best practices for efficiency, security, and scalability.

Module 8: Business, Compute, and Realization models of Cloud Computing

Summative Course Assessment

This module contains the summative course assessment that has been designed to evaluate your understanding of the course material and assess your ability to apply the knowledge you have acquired throughout the course.

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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 Computing Technologies - Master's with these activities:

Review Compute Engine documentation

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Reviewing the Compute Engine documentation will help you solidify your understanding of the basics of cloud computing and cloud-native thinking.

Browse courses on Compute Engine

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Read the Compute Engine overview
Explore the Compute Engine documentation for specific topics, such as creating and managing virtual machines
Try out the Compute Engine Quickstart

Attend a workshop on cloud computing

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Attending a workshop on cloud computing will give you a chance to learn from experts and network with other professionals in the field.

Browse courses on Cloud Computing

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Find a workshop to attend
Register for the workshop
Attend the workshop

Follow a tutorial on deploying a web application to App Engine

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Following a tutorial on deploying a web application to App Engine will help you gain hands-on experience with cloud-native development.

Browse courses on App Engine

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Find a tutorial on deploying a web application to App Engine
Follow the steps in the tutorial
Deploy your own web application to App Engine

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Practice using the gcloud command-line tool

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Practicing using the gcloud command-line tool will help you become more proficient with cloud-native operations.

Browse courses on gcloud

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Install the gcloud command-line tool
Run basic gcloud commands, such as `gcloud info`
Practice using gcloud to manage your cloud resources

Follow a tutorial on using Terraform to manage your cloud infrastructure

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Following a tutorial on using Terraform to manage your cloud infrastructure will help you gain hands-on experience with IaC.

Browse courses on Terraform

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Find a tutorial on using Terraform
Follow the steps in the tutorial
Create your own Terraform configuration
Deploy your Terraform configuration

Read 'Cloud Native Patterns' by Cornelia Davis

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Reading 'Cloud Native Patterns' will help you understand the different cloud-native design patterns and how to apply them to your own projects.

View Cloud Native Patterns: Designing change... on Amazon

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Read the book
Take notes and highlight important passages
Apply the patterns to your own cloud-native projects

Write a blog post about your experience with cloud computing

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Writing a blog post about your experience with cloud computing will help you solidify your understanding of the concepts and share your knowledge with others.

Browse courses on Cloud Computing

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