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GitHub Copilot Exam Questions and Answers

Question 1

How can you improve the context used by GitHub Copilot? (Each correct answer presents part of the solution. Choose two.)

Options:

A.

By opening the relevant tabs in your IDE

B.

By adding relevant code snippets to your prompt

C.

By adding the important files to your .gitconfig

D.

By adding the full file paths to your prompt of important files

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Question 2

What reasons could apply if code suggestions are not working in your editor? (Select three.)

Options:

A.

You are working in files included in your .gitignore

B.

You do not have an active internet connection

C.

Your programming language is not supported

D.

Your content exclusion is active and blocks the use of GitHub Copilot

E.

You do not have a valid GitHub Copilot license

Question 3

What is the primary role of the /optimize slash command in Visual Studio?

Options:

A.

Translates code into a more performant language.

B.

Enhances the performance of the selected code by analyzing its runtime complexity.

C.

Automatically formats the code according to the selected style guide.

D.

Summarizes your documentation into more maintainable and readable formats.

Question 4

Which of the following is a risk associated with using AI?

Options:

A.

AI algorithms are incapable of perpetuating existing biases.

B.

AI systems can sometimes make decisions that are difficult to interpret.

C.

AI eliminates the need for data privacy regulations.

D.

AI replaces the need for developer opportunities in most fields.

Question 5

What are the additional checks that need to pass before the GitHub Copilot responses are submitted to the user? (Each correct answer presents part of the solution. Choose two.)

Options:

A.

Code quality

B.

Compatibility with user-specific settings

C.

Suggestions matching public code (optional based on settings)

D.

Performance benchmarking

Question 6

Which Copilot Individual features are available when using a supported extension for Visual Studio, VS Code, or JetBrains IDEs? (Each correct answer presents part of the solution. Choose two.)

Options:

A.

Code suggestions

B.

Chat

C.

Knowledge Base

D.

Pull Request Diff Analysis

Question 7

How does GitHub Copilot Chat help in understanding the existing codebase?

Options:

A.

By running code linters and formatters.

B.

By providing visual diagrams of the code structure.

C.

By answering questions about the code and generating explanations.

D.

By automatically refactoring code to improve readability.

Question 8

When using GitHub Copilot to identify missing tests in your codebase, which of the following is the most important factor to consider?

Options:

A.

Using well-known coding practices in your repository.

B.

Ensuring that the correct context is available to GitHub Copilot.

C.

Close all the tabs in your IDE that do not have tests in them.

D.

Having a high test coverage percentage in the codebase.

Question 9

What is the best way to share feedback about GitHub Copilot Chat when using it on GitHub Mobile?

Options:

A.

Use the emojis in the Copilot Chat interface.

B.

The feedback section on the GitHub website.

C.

By tweeting at GitHub ' s official X (Twitter) account.

D.

The Settings menu in the GitHub Mobile app.

Question 10

Which of the following scenarios best describes the intended use of GitHub Copilot Chat as a tool?

Options:

A.

A complete replacement for developers generating code.

B.

A productivity tool that provides suggestions, but relying on human judgment.

C.

A solution for software development, requiring no additional input or oversight.

D.

A tool solely designed for debugging and error correction.

Question 11

What are two techniques that can be used to improve prompts to GitHub Copilot? (Select two.)

Options:

A.

Provide specific success criteria

B.

Provide all information about the utilized files

C.

Provide insight on where to get the content from to get a response

D.

Provide links to supporting documentation

Question 12

In what ways can GitHub Copilot support a developer during the code refactoring process? (Each correct answer presents part of the solution. Choose two.)

Options:

A.

By offering code transformation examples that enhance performance and reduce complexity.

B.

By independently ensuring compliance with regulatory standards across industries.

C.

By providing suggestions for improving code readability and maintainability based on best practices.

D.

By autonomously refactoring entire codebases to the latest programming language.

Question 13

Which GitHub Copilot pricing plans include features that exclude your GitHub Copilot data like usage, prompts, and suggestions from default training GitHub Copilot? (Choose two correct answers.)

Options:

A.

GitHub Copilot Business

B.

GitHub Copilot Codespace

C.

GitHub Copilot Individual

D.

GitHub Copilot Enterprise

Question 14

A company is currently storing code in Bitbucket and would like to use GitHub Copilot. Which GitHub Copilot plan will be most cost effective to allow them to manage users with their Identity Provider (e.g. Okta)?

Options:

A.

GitHub Copilot Business for non-GHE customers

B.

GitHub Copilot Individual

C.

GitHub Copilot Enterprise

D.

GitHub Copilot Teams

Question 15

How does GitHub Copilot utilize chat history to enhance its code completion capabilities?

Options:

A.

By using chat history to offer personalized code snippets based on previous prompts.

B.

By logging chat history to monitor user activity and ensure compliance with coding standards.

C.

By analyzing past chat interactions to identify common programming patterns and errors.

D.

By sharing chat history with third-party services to improve integration and functionality.

Question 16

In what way can GitHub Copilot and GitHub Copilot Chat aid developers in modernizing applications?

Options:

A.

GitHub Copilot can directly convert legacy applications into cloud-native architectures.

B.

GitHub Copilot can suggest modern programming patterns based on your code.

C.

GitHub Copilot can create and deploy full-stack applications based on a single query.

D.

GitHub Copilot can refactor applications to align with upcoming standards.

Question 17

What role does chat history play in GitHub Copilot ' s code suggestions?

Options:

A.

Chat history is used to train the GitHub Copilot model in real-time.

B.

Chat history provides context to GitHub Copilot, improving the relevance and accuracy of its code suggestions.

C.

Chat history is stored and shared with other users to enhance collaboration.

D.

Chat history is irrelevant to GitHub Copilot and does not affect its functionality.

Question 18

When crafting prompts for GitHub Copilot, what is a recommended strategy to enhance the relevance of the generated code?

Options:

A.

Keep the prompt as short as possible, using single words or brief phrases.

B.

Write the prompt in natural language without any programming language.

C.

Avoid mentioning the programming language to allow for more flexible suggestions.

D.

Provide examples of expected input and output within the prompt.

Question 19

How can GitHub Copilot facilitate a smoother learning experience when diving into a new programming language? (Each correct answer presents part of the solution. Choose two.)

Options:

A.

GitHub Copilot Chat can provide guidance and support for common coding tasks and challenges in the targeted programming language.

B.

GitHub Copilot ' s /understand command will help GitHub Copilot to understand code written in a targeted programming language.

C.

GitHub Copilot can provide contextualized code suggestions and answer sources from an organization ' s documentation.

D.

GitHub Copilot can convert comments into code to grasp the syntax and nuances of a new programming language.

Question 20

How can the insights gained from the metrics API be used to improve the development process in conjunction with GitHub Copilot?

Options:

A.

Real-time debugging and error resolution statistics.

B.

Insights on the types of coding languages where GitHub Copilot is most helpful.

C.

Automated generation of complete project documentation.

D.

Detailed analysis of GitHub Copilot ' s suggestions vs. manual coding.

Question 21

Why is it important to ensure the security of the code used in Generative AI (Gen AI) tools?

Options:

A.

Ensuring code security prevents unauthorized access and potential data breaches.

B.

Ensuring code security supports the development of more advanced AI features.

C.

Ensuring code security enables the AI system to handle larger datasets effectively.

D.

Ensuring code security maintains the integrity of the AI system.

Question 22

Which of the following statements correctly describes how GitHub Copilot Individual uses prompt data? (Each correct answer presents part of the solution. Choose two.)

Options:

A.

Prompt data is stored unencrypted for faster processing.

B.

Prompt data is used internally by GitHub for improving the search engine.

C.

Prompt data is used to train machine learning models for better code suggestions.

D.

Real-time user input helps generate context-aware code suggestions.

Question 23

Where is the proxy service hosted?

Options:

A.

Self hosted

B.

Amazon Web Service

C.

Microsoft Azure

D.

Google Cloud Platform

Question 24

Select a strategy to increase the performance of GitHub Copilot Chat.

Options:

A.

Optimize the usage of memory-intensive operations within generated code

B.

Apply prompt engineering techniques to be more specific

C.

Use a single GitHub Copilot Chat query to find resolutions for the collection of technical requirements

D.

Limit the number of concurrent users accessing GitHub Copilot Chat

Question 25

Which REST API endpoint is used to modify details about a GitHub Copilot Business subscription? (Each correct answer presents part of the solution. Choose two.)

Options:

A.

Add teams to the Copilot subscription for an organization

B.

Upgrade or downgrade the subscription tier

C.

Migrate Copilot seat assignments between GitHub organizations

D.

Reassign Copilot seats based on GitHub repository size

E.

Remove teams from the Copilot subscription for an organization

Question 26

How can you use GitHub Copilot to get inline suggestions for refactoring your code? (Select two.)

Options:

A.

By adding comments to your code and triggering a suggestion.

B.

By highlighting the code you want to fix, right-clicking, and selecting " Fix using GitHub Copilot. "

C.

By running the gh copilot fix command.

D.

By using the " /fix " command in GitHub Copilot in-line chat.

E.

By highlighting the code you want to fix, right-clicking, and selecting " Refactor using GitHub Copilot. "

Question 27

Which scenarios can GitHub Copilot Chat be used to increase productivity? (Each correct answer presents part of the solution. Choose two.)

Options:

A.

A project plan for the team needs to be generated using a project management software.

B.

Create a documentation file for the newly created code base.

C.

A developer is added to a new project and would like to understand the current software code.

D.

Fast tracking of release management activities to move code to production main branch.

Question 28

A social media manager wants to use AI to filter content. How can they promote transparency in the platform’s AI operations?

Options:

A.

By regularly updating the AI filtering algorithm.

B.

By relying on a well-regarded AI development company.

C.

By focusing on user satisfaction with the content filtering.

D.

By providing clear explanations about the types of content the AI is designed to filter and how it arrives at its conclusion.

Question 29

What caution should developers exercise when using GitHub Copilot for assistance with mathematical computations?

Options:

A.

GitHub Copilot ' s capability to optimize complex mathematical algorithms beyond manual coding.

B.

GitHub Copilot ' s ability to execute and verify mathematical results in real-time.

C.

GitHub Copilot ' s reliance on pattern-based responses without verifying computation accuracy.

D.

GitHub Copilot ' s automatic update of outdated mathematical formulas to modern standards.

Question 30

When can GitHub Copilot still use content that was excluded using content exclusion?

Options:

A.

If the contents of an excluded file are referenced in code that is not excluded, for example function calls.

B.

When the repository level settings allow overrides by the user.

C.

If the content exclusion was configured at the enterprise level, and is overwritten at the organization level.

D.

When the user prompts with @workspace.

Question 31

How can GitHub Copilot assist developers during the requirements analysis phase of the Software Development Life Cycle (SDLC)?

Options:

A.

By automatically generating detailed requirements documents.

B.

By providing templates and code snippets that help in documenting requirements.

C.

By identifying and fixing potential requirement conflicts when using /help.

D.

By managing stakeholder communication and meetings.

Question 32

How can you get multiple suggestions from GitHub Copilot?

Options:

A.

By asking for multiple suggestions using comments in your code

B.

By opening the completions panel in your editor

C.

By using the inline chat functionality with the command ' multiple '

D.

By using @workspace in the chat window

Question 33

What is the correct way to exclude specific files from being used by GitHub Copilot Business during code suggestions?

Options:

A.

Modify the .gitignore file to include the specific files.

B.

Add the specific files to a copilot.ignore file.

C.

Use the GitHub Copilot settings in the user interface to exclude files.

D.

Rename the files to include the suffix _no_copilot.

Question 34

What are the different ways to give context to GitHub Copilot to get more precise responses? (Each correct answer presents part of the solution. Choose two.)

Options:

A.

Utilize to interpret developer ' s thoughts and intentions without any code or comments.

B.

Engage with chat participants such as @workspace to incorporate collaborative context into the responses.

C.

Access developer ' s previous projects and code repositories to understand their coding style without explicit permission.

D.

Utilize chat variables like *file to anchor the conversation within the specific context of the files or editors in use.

Question 35

How can GitHub Copilot be limited when it comes to suggesting unit tests?

Options:

A.

GitHub Copilot can generate all types of unit tests, including those for edge cases and complex integration scenarios.

B.

GitHub Copilot primarily suggests basic unit tests that focus on core functionalities, often requiring additional input from developers for comprehensive coverage.

C.

GitHub Copilot can handle any complexity in code and automatically generate appropriate unit tests.

D.

GitHub Copilot ' s limitations in generating unit tests can vary based on the IDE version you are using.

Question 36

When can GitHub Copilot still use content that was excluded using content exclusion?

Options:

A.

When the user prompts with @workspace.

B.

When the repository-level settings allow overrides by the user.

C.

If the contents of an excluded file are referenced in code that is not excluded, for example function calls.

D.

If the content exclusion was configured at the enterprise level, and is overwritten at the organization level.

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Total 123 questions