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Cloud Computing Foundations · LearnSpace
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courseraIT и технологии

Cloud Computing Foundations

Курс от Duke University
Начальный≈ 35.3 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Welcome to the first course in the Building Cloud Computing Solutions at Scale Specialization! In this course, you will learn how to build foundational Cloud computing infrastructure, including websites involving serverless technology and virtual machines. You will also learn how to apply Agile software development techniques to projects which will be useful in building portfolio projects and global-scale Cloud infrastructures. 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 will build a statically hosted website using the Hugo framework, AWS Code Pipelines, AWS S3 and GitHub.

Навыки, которые вы освоите

Continuous DeliveryDevOpsCloud DevelopmentInfrastructure as Code (IaC)Infrastructure As A Service (IaaS)Continuous IntegrationAgile Project ManagementTechnical DocumentationCloud ComputingAzure DevOps PipelinesCloud TechnologiesGitHubCloud InfrastructureCloud PlatformsCloud ServicesTechnical CommunicationAgile Software DevelopmentCI/CDServerless ComputingCloud Hosting

Программа курса

5 модулей · 159 учебных материалов

01Getting Started with Cloud Computing Foundations13 материалов

Course Overview

Instructor IntroductionВидеоCourse IntroductionВидеоCourse PrerequisitesВидеоCourse Structure and Discussion EtiquetteЧтение

Учитесь у экспертов

Noah Gift

Executive in Residence and Founder of Pragmatic AI Labs

Cloud Computing Foundations
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 35.3 ч

5 модулей

Язык: Английский

Субтитры: Арабский, Французский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Нидерландский, Корейский, Ория, Немецкий, Русский, Тайский, Индонезийский, Шведский, Турецкий, Азербайджанский, Испанский, Хинди, Японский, Казахский, Польский

Часть программы вашего университета
AWS Cloud9 vs AWS CodeCatalyst Чтение
IntroductionsОбсуждение
Getting Started and Course GotchasЧтение
Report a problem with the courseЧтение

Accessing Free Tiers of AWS, Azure and GCP Cloud Environments

Lab OnboardingВидеоCreate a free account with AWS, Azure and GCPЧтениеConfirming Free Tier Cloud AccountsЗадание

Overview of Final Course Project

Specialization Project Roadmap: Course 1 ЧтениеCourse 1 Project OverviewВидео
02Developing Effective Technical Communication31 материалов

Effective Technical Discussions

Key TermsЧтениеIntroduction to Technical DiscussionsВидеоTechnical Discussions with Markdown, GitHub and Jupyter/ColabВидеоCreating Technical Demo VideosВидеоEffective Critical ThinkingВидеоEffective Technical Triple ThreatВидеоEffective Technical DiscussionsЧтениеCreate Markdown in JupyterЛабораторнаяReproducible Technical DiscussionОбсуждениеLesson ReflectionЧтениеQuiz-Effective Technical Project ManagementЗадание

Effective Technical Teamwork

Key TermsЧтениеIntroduction to Effective Technical TeamworkВидеоEffective Technical TeamworkВидеоTeam Performance AnalysisОбсуждениеLesson ReflectionsЧтениеQuiz-Effective Technical TeamworkЗадание

Effective Technical Project Management

Key TermsЧтениеIntroduction to Technical Project ManagementВидеоEffective Technical Project ManagementВидеоTicket Tracking with TrelloВидеоProject Planning with SpreadsheetsВидеоProject Management Anti-PatternsВидео

Applied Practice: Developing a Project Plan

Project Plan for Course 1 ProjectЧтениеCourse 1 Project PlanОбсуждение

Graded Quiz

Effective Technical Communication QuizЗадание
03Exploring Cloud Onboarding43 материалов

Create an AWS Cloud Development Environment

Introduction to AWS Cloud DevelopmentВидеоCloud Onboarding with Amazon Web Services (AWS)ЧтениеKey TermsЧтениеIntroduction to Continuous IntegrationВидеоCloud Development with AWS Cloud9ВидеоConstructing a Python Project ScaffoldВидеоIntroduction to GitHub ActionsВидеоReview GitHub Actions GitHub ProjectЧтениеWhat is Amazon CodeCatalystЧтениеSetup Amazon CodeCatalystВидеоCodeWhisperer Natural Language to Bash CLIВидеоWhat is CodeWhisperer?ЧтениеPython ScaffoldЛабораторнаяPros and Cons of Cloud-based Development EnvironmentОбсуждениеLesson ReflectionЧтениеQuiz-Create an AWS Cloud Development EnvironmentЗадание

Create an Azure Cloud Development Environment

Key TermsЧтениеIntroduction to Azure Cloud DevelopmentВидеоIntroduction to TestingВидеоCloud Onboarding for AzureЧтениеCloud Development with Azure Cloud ShellВидеоAzure Cloud Shell Continuous Integration from ZeroВидео

Create a GCP Cloud Development Environment

Key TermsЧтениеIntroduction to GCP Cloud DevelopmentВидеоDevelopment Onboarding with GCP ВидеоCloud Onboarding for GCPЧтениеIntroduction to Continuous DeliveryВидеоCloud Development with Google Cloud ShellВидео

Applied Practice: Building a Multi-Cloud Continuous Integration Pipeline

Multi-Cloud Continuous IntegrationЧтение

Graded Quiz

Cloud Onboarding QuizЗадание
04Evaluating the Cloud Service Model32 материалов

Cloud Computing Service Models

Key TermsЧтениеIntroduction to Cloud ComputingВидеоWhat is Cloud Computing?ВидеоCloud Computing Service ModelsВидеоCloud Computing Service ModelsЧтениеCloud Service ModelОбсуждениеLesson ReflectionЧтениеQuiz-Cloud Computing Service ModelsЗадание

Build Multiple Websites: Static, Serverless, Virtualized, PaaS

Key TermsЧтениеAWS Lambda Console GotchasЧтениеIntroduction to Building Multiple WebsitesВидеоBuilding Multiple Types of WebsitesЧтениеBuilding a Static S3 Website on AWSВидеоUsing AWS Lambda Console to Build Python Lambda FunctionВидео

Case Studies of Cloud Computing Economics

Key TermsЧтениеIntroduction to Cloud Computing EconomicsВидеоCloud Computing Economics: A StoryВидеоCloud Economics Deep DiveВидеоEconomics of Cloud ComputingОбсуждениеLesson ReflectionЧтение

Applied Practice: Building a Flask Application in AWS Elastic Beanstalk

Continuous Delivery with AWS Elastic BeanstalkЧтение

Graded Quiz

Cloud Service Model QuizЗадание
05Applying DevOps Principles40 материалов

What is DevOps?

Key TermsЧтениеIntroduction to DevOpsВидеоWhat is DevOps?ЧтениеDevOps in the Real WorldВидеоBenefits of DevOpsВидеоDevOps Best PracticesВидеоDevOps Core PrinciplesОбсуждениеLesson ReflectionЧтение

Utilize IaC to Manage Cloud Infrastructure

Key TermsЧтениеIntroduction to Managing Cloud Infrastructure using IaCВидеоWhat is Infrastructure as Code (IaC)?ЧтениеIaC in the Real WorldВидеоWhat is IaC?ВидеоLaunching a VM with Terraform on GCPВидео

Develop Continuous Pipelines

Key TermsЧтениеIntroduction to Continuous PipelinesВидеоContinuous Delivery OverviewВидеоContinuous Delivery Deep DiveВидеоContinuously Deploy Flask Machine Learning Application with AzureВидеоContinuous Delivery Pipeline with a Lint Operation using AzureВидео

Graded Quiz

DevOps Principles QuizЗадание

Putting it all Together: Final Course Project

Create a Continuous Delivery Pipeline for an AWS Website ЧтениеNext StepsЧтениеSandbox JupyterЛабораторнаяSandbox VSCodeЛабораторнаяSandbox Linux DesktopЛабораторнаяShare your learning experienceЧтение
Effective Technical Project ManagementЧтение
Agile vs. Waterfall PlanningОбсуждение
Unit TestingЛабораторная
Lesson ReflectionЧтение
Quiz-Effective Technical Project ManagementЗадание
Strengths and Weaknesses of TestingОбсуждение
What is a Makefile and Why Do You Need it?Чтение
Makefile Hello WorldЛабораторная
Lesson ReflectionЧтение
Quiz-Create an Azure Cloud Development EnvironmentЗадание
GCP Google App Engine Continuous Delivery from ZeroВидео
Microservices with GCP Cloud RunВидео
Using Google Cloud FunctionsВидео
GAE CD GitHub Source Code WalkthroughЧтение
Continuous Integration (CI) and Continuous Delivery (CD)Обсуждение
Python Flask Hello WorldЛабораторная
Lesson ReflectionЧтение
Quiz-Create a GCP Cloud Development Environment Задание
Building a Serverless Website on AWS LambdaВидео
Building a Website on an EC2 Virtual MachineВидео
Building a Website using PaaS with AWS BeanstalkВидео
Static Websites with ZolaВидео
Customizing Zola ThemeВидео
Zola Static SiteЛабораторная
Serverless Web ApplicationsОбсуждение
Lesson ReflectionЧтение
Quiz-Build Multiple Websites: Static, Serverless, Virtualized, PaaSЗадание
Quiz-Case Studies of Cloud Computing EconomicsЗадание
Create a Linux VM with Infrastructure in Azure using TerraformЧтение
Hello World AWS CDK for PythonВидео
Infrastructure as CodeОбсуждение
Lesson ReflectionЧтение
Continuous Delivery for Hugo Static Site from ZeroЧтение
Initial Setup of AWS Cloud9 and GitHub for HugoВидео
Build Hugo Directory in AWS Cloud9Видео
Copy Hugo Data into AWS Cloud9 S3 BucketВидео
Automatic Updating of Hugo in AWS Cloud9Видео
Continuous DeliveryОбсуждение
Explore Hugo Static Website BuilderЛабораторная
Lesson ReflectionЧтение
Quiz-Develop Continuous PipelinesЗадание