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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
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.
Register for this course and see more details by visiting:
OpenCourser.com/course/cf1btv/github
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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
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
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
Save this course
Save GitHub Copilot to your list so you can find it easily later:
Save
Save
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 GitHub Copilot with these
activities:
Read 'Clean Code' by Robert C. Martin
Show steps
Gain insights into best practices for writing clean and maintainable code.
View
Clean Code: A Handbook of Agile Software...
on Amazon
Show steps
-
Purchase or borrow a copy of 'Clean Code'.
-
Read the book thoroughly.
-
Take notes and highlight important passages.
-
Apply the principles you learn to your own code.
Review Basic Computer Programming
Show steps
Ensure a solid foundation in basic computer programming concepts and syntax to enhance understanding during the course.
Show steps
-
Revisit fundamental programming concepts such as data types, variables, and operators.
-
Practice writing simple programs in a preferred programming language to refresh syntax and coding structure.
Complete Udacity's free Python Basics course
Show steps
Solidify your Python basics before starting this course.
Show steps
-
Sign up for the Python Basics course on Udacity.
-
Complete the interactive tutorials and exercises.
-
Take the quizzes to test your understanding.
11 other activities
Expand to see all activities and additional details
Show all 14 activities
Explore GitHub Desktop
Show steps
Familiarize yourself with the GitHub Desktop interface and functionalities to enhance collaboration and version control during the course.
Browse courses on
GitHub
Show steps
-
Follow online tutorials to set up GitHub Desktop and connect it to your local machine.
-
Practice creating and managing repositories, tracking changes, and committing code.
Find a mentor who can guide you through this course
Show steps
Get personalized guidance and support from an experienced professional.
Show steps
-
Identify someone who has experience in software engineering and is willing to mentor you.
-
Reach out to your potential mentor and introduce yourself.
-
Set up regular meetings with your mentor.
Work through the GitHub Copilot tutorial
Show steps
Get familiar with the basics of GitHub Copilot.
Show steps
-
Visit the GitHub Copilot tutorial page.
-
Follow the step-by-step instructions.
-
Complete the exercises to practice using GitHub Copilot.
Attend a GitHub Copilot Workshop
Show steps
Enhance your understanding of GitHub Copilot by attending a workshop led by experienced professionals, fostering knowledge and networking opportunities.
Browse courses on
GitHub Copilot
Show steps
-
Research and identify upcoming GitHub Copilot workshops in your area or online.
-
Register for the workshop and prepare any necessary materials.
-
Actively participate in the workshop, ask questions, and engage with other attendees.
Join a study group for this course
Show steps
Connect with other students and collaborate on your learning.
Show steps
-
Find a study group for this course online or through your school.
-
Attend study group meetings regularly.
-
Participate in discussions and ask questions.
Complete GitHub Copilot Code Challenges
Show steps
Test your understanding of GitHub Copilot's capabilities and refine your coding skills through hands-on practice.
Browse courses on
GitHub Copilot
Show steps
-
Find online resources or platforms that provide GitHub Copilot code challenges.
-
Attempt to solve the challenges using GitHub Copilot's autocomplete and code generation features.
-
Analyze the generated code to understand the strengths and limitations of GitHub Copilot.
Solve Python coding challenges on LeetCode
Show steps
Improve your Python coding skills by solving coding challenges.
Show steps
-
Create a LeetCode account.
-
Choose a coding challenge to solve.
-
Write a Python solution to the challenge.
-
Submit your solution and review the results.
Attend a workshop on GitHub Copilot
Show steps
Learn from experts and get hands-on experience with GitHub Copilot.
Show steps
-
Find a workshop on GitHub Copilot that aligns with your interests and schedule.
-
Register for the workshop.
-
Attend the workshop and participate actively.
-
Follow up with the workshop organizers or attendees after the event.
Build a small project using GitHub Copilot
Show steps
Apply your skills to a practical project.
Show steps
-
Think of an idea for a small project that you can build using GitHub Copilot.
-
Create a GitHub repository for your project.
-
Use GitHub Copilot to help you write the code for your project.
-
Test and debug your project.
-
Deploy your project to a hosting platform.
Build a Personal GitHub Copilot-Assisted Project
Show steps
Apply your acquired knowledge by building a project that leverages GitHub Copilot's capabilities, fostering deeper understanding and practical application.
Browse courses on
GitHub Copilot
Show steps
-
Identify a personal project idea that aligns with your interests and learning goals.
-
Plan the project, including the features and functionalities you want to incorporate.
-
Utilize GitHub Copilot to assist in coding, generate code snippets, and explore different implementation options.
-
Document your project, including the challenges you faced and the solutions you implemented.
Mentor Junior Developers in GitHub Copilot
Show steps
Reinforce your own understanding of GitHub Copilot while supporting the growth of junior developers, building a mutually beneficial relationship.
Browse courses on
GitHub Copilot
Show steps
-
Connect with junior developers or students who are interested in learning GitHub Copilot.
-
Share your knowledge and experience, providing guidance and support on GitHub Copilot usage and best practices.
-
Collaborate on projects to provide practical hands-on experience and troubleshoot any challenges.
Read 'Clean Code' by Robert C. Martin
Show steps
Gain insights into best practices for writing clean and maintainable code.
View
Clean Code: A Handbook of Agile Software...
on Amazon
Show steps
Show steps
Show steps
- Purchase or borrow a copy of 'Clean Code'.
- Read the book thoroughly.
- Take notes and highlight important passages.
- Apply the principles you learn to your own code.
Review Basic Computer Programming
Show steps
Ensure a solid foundation in basic computer programming concepts and syntax to enhance understanding during the course.
Show steps
Show steps
Show steps
- Revisit fundamental programming concepts such as data types, variables, and operators.
- Practice writing simple programs in a preferred programming language to refresh syntax and coding structure.
Complete Udacity's free Python Basics course
Show steps
Solidify your Python basics before starting this course.
Show steps
Show steps
Show steps
- Sign up for the Python Basics course on Udacity.
- Complete the interactive tutorials and exercises.
- Take the quizzes to test your understanding.
11 other activities
Expand to see all activities and additional details
Show all 14 activities
Explore GitHub Desktop
Show steps
Familiarize yourself with the GitHub Desktop interface and functionalities to enhance collaboration and version control during the course.
Browse courses on
GitHub
Show steps
Show steps
Show steps
- Follow online tutorials to set up GitHub Desktop and connect it to your local machine.
- Practice creating and managing repositories, tracking changes, and committing code.
Find a mentor who can guide you through this course
Show steps
Get personalized guidance and support from an experienced professional.
Show steps
Show steps
Show steps
- Identify someone who has experience in software engineering and is willing to mentor you.
- Reach out to your potential mentor and introduce yourself.
- Set up regular meetings with your mentor.
Work through the GitHub Copilot tutorial
Show steps
Get familiar with the basics of GitHub Copilot.
Show steps
Show steps
Show steps
- Visit the GitHub Copilot tutorial page.
- Follow the step-by-step instructions.
- Complete the exercises to practice using GitHub Copilot.
Attend a GitHub Copilot Workshop
Show steps
Enhance your understanding of GitHub Copilot by attending a workshop led by experienced professionals, fostering knowledge and networking opportunities.
Browse courses on
GitHub Copilot
Show steps
Show steps
Show steps
- Research and identify upcoming GitHub Copilot workshops in your area or online.
- Register for the workshop and prepare any necessary materials.
- Actively participate in the workshop, ask questions, and engage with other attendees.
Join a study group for this course
Show steps
Connect with other students and collaborate on your learning.
Show steps
Show steps
Show steps
- Find a study group for this course online or through your school.
- Attend study group meetings regularly.
- Participate in discussions and ask questions.
Complete GitHub Copilot Code Challenges
Show steps
Test your understanding of GitHub Copilot's capabilities and refine your coding skills through hands-on practice.
Browse courses on
GitHub Copilot
Show steps
Show steps
Show steps
- Find online resources or platforms that provide GitHub Copilot code challenges.
- Attempt to solve the challenges using GitHub Copilot's autocomplete and code generation features.
- Analyze the generated code to understand the strengths and limitations of GitHub Copilot.
Solve Python coding challenges on LeetCode
Show steps
Improve your Python coding skills by solving coding challenges.
Show steps
Show steps
Show steps
- Create a LeetCode account.
- Choose a coding challenge to solve.
- Write a Python solution to the challenge.
- Submit your solution and review the results.
Attend a workshop on GitHub Copilot
Show steps
Learn from experts and get hands-on experience with GitHub Copilot.
Show steps
Show steps
Show steps
- Find a workshop on GitHub Copilot that aligns with your interests and schedule.
- Register for the workshop.
- Attend the workshop and participate actively.
- Follow up with the workshop organizers or attendees after the event.
Build a small project using GitHub Copilot
Show steps
Apply your skills to a practical project.
Show steps
Show steps
Show steps
- Think of an idea for a small project that you can build using GitHub Copilot.
- Create a GitHub repository for your project.
- Use GitHub Copilot to help you write the code for your project.
- Test and debug your project.
- Deploy your project to a hosting platform.
Build a Personal GitHub Copilot-Assisted Project
Show steps
Apply your acquired knowledge by building a project that leverages GitHub Copilot's capabilities, fostering deeper understanding and practical application.
Browse courses on
GitHub Copilot
Show steps
Show steps
Show steps
- Identify a personal project idea that aligns with your interests and learning goals.
- Plan the project, including the features and functionalities you want to incorporate.
- Utilize GitHub Copilot to assist in coding, generate code snippets, and explore different implementation options.
- Document your project, including the challenges you faced and the solutions you implemented.
Mentor Junior Developers in GitHub Copilot
Show steps
Reinforce your own understanding of GitHub Copilot while supporting the growth of junior developers, building a mutually beneficial relationship.
Browse courses on
GitHub Copilot
Show steps
Show steps
Show steps
- Connect with junior developers or students who are interested in learning GitHub Copilot.
- Share your knowledge and experience, providing guidance and support on GitHub Copilot usage and best practices.
- Collaborate on projects to provide practical hands-on experience and troubleshoot any challenges.
Career center
Learners who complete GitHub Copilot will develop knowledge and skills
that may be useful to these careers:
Software Engineer
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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.
For more career information including salaries, visit:
OpenCourser.com/course/cf1btv/github
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.
Save
Emphasizes the importance of writing clean and well-structured code, covering topics such as naming conventions, refactoring, and testing. Useful as a reference tool.
A classic in software engineering, offering timeless advice and best practices for writing clean, maintainable code. Valuable as a reference tool.
Introduces deep learning concepts and techniques, using Fast.ai and PyTorch. Useful for understanding the underlying technology behind GitHub Copilot.
Introduces design patterns in a clear and accessible way, using engaging examples and illustrations. Useful as a reference tool.
Provides a practical guide to test-driven development, covering topics such as writing effective tests and refactoring code. Useful as a reference tool.
Save
Provides a comprehensive guide to writing effective TypeScript code, covering topics such as type checking, generics, and asynchronous programming. Useful as a reference tool.
Save
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.
Save
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.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/cf1btv/github
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Effort
3 hours
Via
Udacity
Instructor
David Harris
Language
English
Good to know
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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