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⇱ GitHub: Codespaces, Actions, and Ecosystem Tools | Coursera


GitHub: Codespaces, Actions, and Ecosystem Tools

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GitHub: Codespaces, Actions, and Ecosystem Tools

This course is part of Mastering GitHub Specialization

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Gain insight into a topic and learn the fundamentals.
Beginner level

Recommended experience

2 hours to complete
Flexible schedule
Learn at your own pace

Gain insight into a topic and learn the fundamentals.
Beginner level

Recommended experience

2 hours to complete
Flexible schedule
Learn at your own pace

What you'll learn

  • Launch and configure GitHub Codespaces with dev containers, including GPU-enabled instances for AI workloads like Whisper transcription

  • Use GitHub Copilot and Copilot Labs for AI-assisted code generation, code translation, and conversational development with Copilot Chat

  • Build GitHub Actions CI/CD workflows using YAML configuration files to automate testing and deployment on containers

Details to know

Shareable certificate

Add to your LinkedIn profile

Recently updated!

March 2026

Assessments

3 assignments

Taught in English

Build your subject-matter expertise

This course is part of the Mastering GitHub Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate

There are 3 modules in this course

Learn to build cloud-based development environments with GitHub Codespaces, run GPU-accelerated AI workloads, use GitHub Copilot for AI-assisted coding, and automate CI/CD pipelines with GitHub Actions. This hands-on course walks you through launching Codespaces from repository templates, configuring dev containers for different machine types, and running NVIDIA GPU instances for machine learning tasks. You will use Whisper for speech-to-text transcription on GPU-enabled Codespaces and explore Hugging Face for model hosting, datasets, and fine-tuning pre-trained models. The course demonstrates GitHub Copilot and Copilot Labs for code suggestions, code translation, and conversational development via Copilot Chat. You will also build GitHub Actions workflows using YAML configuration files to automate testing and deployment on Ubuntu containers. By the end, you will integrate Codespaces, Copilot, and Actions into a unified end-to-end development workflow. Each lesson includes live demonstrations inside real GitHub repositories, giving you practical experience with the tools used in professional software teams.

Covers Codespaces, GPU instances, Copilot, template, and repository.

What's included

7 videos5 readings1 assignment

7 videosβ€’Total 32 minutes
  • GitHub Repo Templatesβ€’4 minutes
  • GitHub Repo Templatesβ€’3 minutes
  • Demo: Codespacesβ€’7 minutes
  • Demo: GPU Whisperβ€’2 minutes
  • Demo: Hugging Faceβ€’4 minutes
  • Demo: Copilotβ€’9 minutes
  • Demo: GitHub Actionsβ€’4 minutes
5 readingsβ€’Total 5 minutes
  • About this courseβ€’1 minute
  • Key Termsβ€’1 minute
  • Reflectionβ€’1 minute
  • Key Termsβ€’1 minute
  • Reflectionβ€’1 minute
1 assignmentβ€’Total 5 minutes
  • Quiz: Codespaces and Development Environmentsβ€’5 minutes

Covers Codespaces, Copilot, and GitHub Actions.

What's included

1 video2 readings1 assignment

1 videoβ€’Total 12 minutes
  • Codespaces with Copilot Chatβ€’12 minutes
2 readingsβ€’Total 20 minutes
  • Key Termsβ€’10 minutes
  • Reflectionβ€’10 minutes
1 assignmentβ€’Total 5 minutes
  • Quiz: Ecosystem Integration and Workflowsβ€’5 minutes

Apply Codespaces, Copilot, and GitHub Actions concepts in an end-to-end project integrating cloud development environments, AI-assisted coding, and CI/CD automation.

What's included

3 readings1 assignment

3 readingsβ€’Total 21 minutes
  • Capstone Projectβ€’10 minutes
  • Before You Goβ€’1 minute
  • Next Stepsβ€’10 minutes
1 assignmentβ€’Total 15 minutes
  • Final Quizβ€’15 minutes

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

Instructor

Pragmatic AI Labs
61 Coursesβ€’6,738 learners

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Frequently asked questions

To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.

When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.

Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.

Financial aid available,