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GitHub Copilot

David Harris

Take your software engineering skills to the next level with Udacity's GitHub Copilot Training Course. Get hands-on experience with Copilot. Sign up today!

Prerequisite details

Read more

Take your software engineering skills to the next level with Udacity's GitHub Copilot Training Course. Get hands-on experience with Copilot. Sign up today!

Prerequisite details

To optimize your success in this program, we've created a list of prerequisites and recommendations to help you prepare for the curriculum. Prior to enrolling, you should have the following knowledge:

  • Basic computer programming
  • Basic github

You will also need to be able to communicate fluently and professionally in written and spoken English.

What's inside

Syllabus

Welcome to GitHub Copilot for Software Engineers! This lesson contains an introduction to the course content and an overview of what the course covers.
Read more
Learn about large language models and generative AI, the technology that powers GitHub Copilot and other new products. See how Copilot fits into this new working model and understand the limitations.
Get started using GitHub Copilot by making sure you have a GitHub account, a compatible code editor and access to Copilot in your account settings.
Make GitHub Copilot your new favorite autocomplete. Explore how Copilot can intelligently finish your code for you based on its training and context it gleans from your active project.
Use prompts to instruct Copilot to generate code based on constraints you provide. Quickly scaffold new projects and interact with Copilot as a pair programmer: right in your editor!
Use GitHub Copilot to build a small Todo App in just 30 minutes. Get hands on with Copilot to discover how it can help support and augment your development workflow.

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Taught by experts in the field, this course ensures up-to-date knowledge and industry best practices
Develops practical skills through hands-on labs and interactive materials
Builds a strong foundation for beginners in GitHub Copilot
Covers essential concepts and tools for software engineers using GitHub Copilot
Focuses on practical applications and real-world scenarios

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Activities

Coming soon We're preparing activities for GitHub Copilot. These are activities you can do either before, during, or after a course.

Career center

Learners who complete GitHub Copilot will develop knowledge and skills that may be useful to these careers:
Software Engineer
A Software Engineer could apply the knowledge of GitHub Copilot in a variety of ways, but it could be a particularly useful tool in collaborative projects. Copilot helps you quickly and efficiently write code by autocompleting entire lines of code and even entire functions. This would not only allow you to work on your own tasks more efficiently, but it would also save you time when collaborating with others on a project. As your team members are also using Copilot, Copilot would be able to further assist in aligning your work and help you stay on the same page.
Full-Stack Developer
Copilot is an ideal companion for a Full-Stack Developer, with the ability to help you develop both the front-end and back-end of web applications. Copilot can help you write code, debug errors, and refactor your code to make it more efficient.
Machine Learning Engineer
GitHub Copilot can assist Machine Learning Engineers by automating repetitive tasks, such as data cleaning and feature engineering. Copilot can also help you explore different machine learning algorithms and techniques. By automating these tasks, Copilot can help you focus on what really matters: building and deploying machine learning models.
Software Architect
GitHub Copilot can be a valuable tool for Software Architects. It can help you design and implement complex software systems. Copilot can also help you stay up-to-date on the latest software development trends.
Back-End Developer
For Back-End Developers, GitHub Copilot can help you build robust and scalable web applications. Copilot can also help you stay up-to-date on the latest back-end development trends.
Front-End Developer
With GitHub Copilot, Front-End Developers can quickly and easily build beautiful and responsive web applications. Copilot can also help you stay up-to-date on the latest front-end development trends.
Quant Analyst
GitHub Copilot is a great companion for Quant Analysts. Its built-in large language model can help you build financial models, analyze data, and visualize insights. Copilot can even help you write code to automate your trading strategies.
DevOps Engineer
GitHub Copilot can be an essential tool for DevOps Engineers. It can help you automate tasks such as deploying code, managing infrastructure, and monitoring performance. By automating these tasks, Copilot can help you reduce the time it takes to get your applications up and running.
Cloud Engineer
With GitHub Copilot, a Cloud Engineer can provision and manage cloud resources in a quick and efficient manner. Copilot can help you automate tasks such as creating virtual machines, managing storage, and deploying applications.
Systems Engineer
GitHub Copilot can help Systems Engineers automate tasks such as system configuration and monitoring. This can free up your time to focus on more complex tasks, such as capacity planning and performance optimization.
Security Engineer
GitHub Copilot can help Security Engineers automate security testing and vulnerability scanning. This can free up your time to focus on more complex security tasks, such as threat hunting and incident response.
Data Scientist
For a Data Science professional, Copilot could be useful for tasks such as data preprocessing, feature engineering, and model training. By automating some of these tasks, Copilot can free up your time to focus on more complex and strategic tasks.
Data Analyst
GitHub Copilot can enhance a Data Analyst's productivity by automating data cleaning, transformation, and analysis tasks. With Copilot, you can quickly and easily explore large datasets and identify trends and patterns.
Technical Writer
With GitHub Copilot's language model capabilities, the tool can help Technical Writers generate documentation, create tutorials, and write user guides. Copilot can also help you translate technical documents into different languages.
Product Manager
A Product Manager can use GitHub Copilot to understand the technical aspects of a product. Copilot can help you understand the codebase, identify potential issues, and make informed decisions about the product roadmap.

Reading list

We've selected ten books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in GitHub Copilot.
Emphasizes the importance of writing clean and well-structured code, covering topics such as naming conventions, refactoring, and testing. Useful as a reference tool.
Introduces deep learning concepts and techniques, using Fast.ai and PyTorch. Useful for understanding the underlying technology behind GitHub Copilot.
Provides a practical guide to test-driven development, covering topics such as writing effective tests and refactoring code. Useful as a reference tool.
Provides a comprehensive guide to writing effective TypeScript code, covering topics such as type checking, generics, and asynchronous programming. Useful as a reference tool.
Provides a comprehensive overview of DevOps principles and practices, covering topics such as continuous integration, deployment, and monitoring. Useful for understanding the context of GitHub Copilot.
Introduces the concept of domain-driven design, which focuses on modeling the domain of the problem rather than the implementation details. Useful as a reference tool.
Covers essential soft skills for software developers, such as communication, teamwork, and negotiation. Useful for supplementing the technical aspects of the course.
Presents a code of conduct for professional programmers, emphasizing the importance of craftsmanship, ethics, and continuous learning. Useful for supplementing the technical aspects of the course.

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