GitHub Copilot: The AI Pair Programmer for Coding from Coursera

Welcome to the 'GitHub Copilot: The AI Pair Programmer for Coding' course, where you will embark on an insightful journey to develop a profound understanding of the AI principles that power GitHub Copilot's coding assistance. This course is designed to transform your coding practices, leveraging the advanced capabilities of GitHub Copilot.

Throughout this course, you'll immerse yourself in the fascinating world of AI-driven code generation, mastering the key functionalities and exploring practical applications. By the end of this course, you will be equipped to:

- Grasp the core concepts and functionalities of GitHub Copilot

- Analyze the key features and capabilities of GitHub Copilot

- Apply GitHub Copilot effectively in real-world coding scenarios

This course is tailored for learners from diverse backgrounds, including Data Scientists, Software Developers, Tech Enthusiasts, and Professionals aiming to enhance their skills in Coding. Prior experience in coding is beneficial but not required.

Embark on this transformative journey to master GitHub Copilot and revolutionize your coding efficiency with AI-driven tools. By the end of this course, you will have the skills and knowledge to proficiently apply GitHub Copilot in various coding scenarios, demonstrating a cutting-edge approach to software development.

What's inside

Syllabus

Getting Started with GitHub Copilot

This short course is specifically designed for individuals looking to enhance their coding capabilities using GitHub Copilot, the AI-powered coding assistant. Throughout the course, participants will dive into the dynamic world of AI-assisted programming, exploring the functionalities and applications of GitHub Copilot in various coding scenarios. The curriculum is meticulously crafted to cover key areas, including the basics of GitHub Copilot, its integration with coding environments, practical use-cases in software development, and best practices for effective collaboration with AI.

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Develops skills and knowledge in using AI-powered coding assistance, which is standard industry practice

Taught by Edureka, who are recognized for their work in online education

Examines GitHub Copilot, which is highly relevant to software development

Builds a strong foundation for beginners in using AI-powered coding assistance

Teaches practical use-cases in software development, which are core skills for software developers

Requires prior experience in coding, which may be a barrier for some learners

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: The AI Pair Programmer for Coding with these activities:

Read 'Deep Learning for Coders with Fastai and PyTorch' by Jeremy Howard and Sylvain Gugger

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This book provides a practical introduction to deep learning concepts and techniques, which can enhance your understanding of AI-driven code generation.

View Deep Learning for Coders with Fastai and... on Amazon

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Read through the book and take notes on key concepts
Experiment with the code examples and exercises provided in the book

Refresher: Code generation with Visual Studio Code

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Doing a quick refresher course in code generation with Visual Studio Code will help you re-familiarize yourself with basic concepts before taking this course, giving you a strong foundation.

Browse courses on Code Generation

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Review the basics of code generation
Practice using Visual Studio Code to generate code

Attend workshops to stay updated on GitHub Copilot advancements

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Attending workshops will keep you abreast of the latest developments and best practices in GitHub Copilot, ensuring that your knowledge stays current.

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Research upcoming workshops and conferences
Register for a relevant workshop
Actively participate and learn from experts
Network with other professionals in the field

Five other activities

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Join study groups to collaborate on GitHub Copilot projects

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Participating in study groups will provide you with a collaborative environment to work on GitHub Copilot projects, exchange ideas, and learn from your peers.

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Find or create study groups online or in your community
Choose a project to work on and define roles
Collaborate on coding tasks and share knowledge
Review and provide feedback on each other's work

Coding drills to master GitHub Copilot functionalities

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Engaging in structured coding drills will allow you to put your understanding of GitHub Copilot's functionalities to the test, solidifying your skills and ensuring better retention.

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Choose a coding platform that supports GitHub Copilot
Identify different code generation scenarios
Practice using GitHub Copilot to solve coding problems
Review and refine your code

Explore GitHub Copilot tutorials for advanced techniques

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Delving into guided tutorials on GitHub Copilot will help you uncover advanced techniques and expand your knowledge, fostering a deeper understanding of its capabilities.

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Search for online resources and tutorials
Follow step-by-step instructions to implement advanced techniques
Experiment with different code samples and scenarios

Develop a case study to showcase GitHub Copilot's impact on coding efficiency

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Working on a case study will help you analyze and demonstrate the practical impact of GitHub Copilot on coding efficiency, providing a tangible representation of your skills.

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Identify a real-world coding problem
Design and implement a solution using GitHub Copilot
Measure and analyze the efficiency improvements achieved
Document your findings and create a presentation

Become a mentor to guide others in using GitHub Copilot

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Mentoring others will not only reinforce your understanding of GitHub Copilot but also contribute to the growth of the community, making it a rewarding and impactful activity.

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Identify opportunities to mentor individuals or groups
Share your knowledge and experience with GitHub Copilot
Provide guidance and support to help others succeed
Reflect on your mentoring experience and seek feedback for improvement

Career center

Learners who complete GitHub Copilot: The AI Pair Programmer for Coding will develop knowledge and skills that may be useful to these careers:

Software Developer

As a Software Developer, you use your programming skills to design, develop, and maintain software applications. GitHub Copilot can help you become more efficient in your work by automating repetitive tasks and suggesting code improvements. This course will give you the skills you need to use GitHub Copilot effectively, allowing you to focus on the more creative aspects of software development.

See salaries and explore the career path for Software Developer

Data Scientist

As a Data Scientist, you use your skills in programming, mathematics, and statistics to extract insights from data. GitHub Copilot can help you automate repetitive tasks and suggest code improvements, allowing you to focus on the more complex aspects of data science. This course will give you the skills you need to use GitHub Copilot effectively, helping you to become a more productive and efficient Data Scientist.

See salaries and explore the career path for Data Scientist

Machine Learning Engineer

As a Machine Learning Engineer, you use your skills in programming, mathematics, and statistics to develop and deploy machine learning models. GitHub Copilot can help you automate repetitive tasks and suggest code improvements, allowing you to focus on the more complex aspects of machine learning. This course will give you the skills you need to use GitHub Copilot effectively, helping you to become a more productive and efficient Machine Learning Engineer.

See salaries and explore the career path for Machine Learning Engineer

Web Developer

As a Web Developer, you use your skills in programming, design, and user experience to develop and maintain websites and web applications. GitHub Copilot can help you automate repetitive tasks and suggest code improvements, allowing you to focus on the more creative aspects of web development. This course will give you the skills you need to use GitHub Copilot effectively, helping you to become a more productive and efficient Web Developer.

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DevOps Engineer

As a DevOps Engineer, you use your skills in programming, systems administration, and software development to automate and streamline the software development process. GitHub Copilot can help you automate repetitive tasks and suggest code improvements, allowing you to focus on the more complex aspects of DevOps engineering. This course will give you the skills you need to use GitHub Copilot effectively, helping you to become a more productive and efficient DevOps Engineer.

See salaries and explore the career path for DevOps Engineer

Cloud Engineer

As a Cloud Engineer, you use your skills in programming, systems administration, and cloud computing to design, deploy, and manage cloud-based applications and infrastructure. GitHub Copilot can help you automate repetitive tasks and suggest code improvements, allowing you to focus on the more complex aspects of cloud engineering. This course will give you the skills you need to use GitHub Copilot effectively, helping you to become a more productive and efficient Cloud Engineer.

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Data Analyst

As a Data Analyst, you use your skills in programming, mathematics, and statistics to analyze and interpret data. GitHub Copilot can help you automate repetitive tasks and suggest code improvements, allowing you to focus on the more complex aspects of data analysis. This course will give you the skills you need to use GitHub Copilot effectively, helping you to become a more productive and efficient Data Analyst.

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Software Tester

As a Software Tester, you use your skills in programming and testing to ensure that software applications meet quality standards. GitHub Copilot can help you automate repetitive tasks and suggest code improvements, allowing you to focus on the more complex aspects of software testing. This course will give you the skills you need to use GitHub Copilot effectively, helping you to become a more productive and efficient Software Tester.

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Technical Writer

As a Technical Writer, you use your skills in writing, editing, and technical knowledge to create user guides, documentation, and other technical materials. GitHub Copilot can help you automate repetitive tasks and suggest code improvements, allowing you to focus on the more creative aspects of technical writing. This course will give you the skills you need to use GitHub Copilot effectively, helping you to become a more productive and efficient Technical Writer.

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Product Manager

As a Product Manager, you use your skills in business, technology, and design to develop and manage software products. GitHub Copilot can help you automate repetitive tasks and suggest code improvements, allowing you to focus on the more strategic aspects of product management. This course will give you the skills you need to use GitHub Copilot effectively, helping you to become a more productive and efficient Product Manager.

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Business Analyst

As a Business Analyst, you use your skills in business, technology, and analysis to help organizations improve their business processes. GitHub Copilot can help you automate repetitive tasks and suggest code improvements, allowing you to focus on the more strategic aspects of business analysis. This course will give you the skills you need to use GitHub Copilot effectively, helping you to become a more productive and efficient Business Analyst.

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Project Manager

As a Project Manager, you use your skills in planning, organizing, and managing to ensure that projects are completed on time, within budget, and to the required quality standards. GitHub Copilot can help you automate repetitive tasks and suggest code improvements, allowing you to focus on the more strategic aspects of project management. This course will give you the skills you need to use GitHub Copilot effectively, helping you to become a more productive and efficient Project Manager.

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Systems Analyst

As a Systems Analyst, you use your skills in business, technology, and analysis to help organizations design and implement new systems or improve existing systems. GitHub Copilot can help you automate repetitive tasks and suggest code improvements, allowing you to focus on the more strategic aspects of systems analysis. This course will give you the skills you need to use GitHub Copilot effectively, helping you to become a more productive and efficient Systems Analyst.

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Database Administrator

As a Database Administrator, you use your skills in database management and administration to ensure that databases are running smoothly and efficiently. GitHub Copilot can help you automate repetitive tasks and suggest code improvements, allowing you to focus on the more strategic aspects of database administration. This course will give you the skills you need to use GitHub Copilot effectively, helping you to become a more productive and efficient Database Administrator.

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Computer and Information Systems Manager

As a Computer and Information Systems Manager, you use your skills in information technology and management to plan, organize, and direct the activities of an organization's computer and information systems department. GitHub Copilot can help you automate repetitive tasks and suggest code improvements, allowing you to focus on the more strategic aspects of computer and information systems management. This course will give you the skills you need to use GitHub Copilot effectively, helping you to become a more productive and efficient Computer and Information Systems Manager.

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