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GH-300 GitHub Copilot Exam Questions and Answers

Questions 4

Where can you validate if GitHub Copilot is not returning suggestions because of content exclusions?

Options:

A.

The GitHub Copilot icon in the status bar of the editor will display a message

B.

The GitHub Copilot logs on GitHub.com under your user settings

C.

The code suggestions window will display a warning message

D.

The GitHub Copilot errors panel in your IDE

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Questions 5

What GitHub Copilot pricing plan gives you access to your company's knowledge bases?

Options:

A.

GitHub Copilot Individual

B.

GitHub Copilot Business

C.

GitHub Copilot Enterprise

D.

GitHub Copilot Professional

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Questions 6

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

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Questions 7

What is one of the recommended practices when using GitHub Copilot Chat to enhance code quality?

Options:

A.

Avoid using Copilot for complex tasks.

B.

Disable Copilot's inline suggestions.

C.

Regularly review and refactor the code suggested by Copilot.

D.

Rely solely on Copilot's suggestions without reviewing them.

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Questions 8

What are the effects of content exclusions? (Each correct answer presents part of the solution. Choose two.)

Options:

A.

The excluded content is not directly available to GitHub Copilot to use as context.

B.

GitHub Copilot suggestions are no longer available in the excluded files.

C.

The excluded content is no longer used while debugging the code.

D.

The IDE will not count coding suggestions in the excluded content.

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Questions 9

In what ways can GitHub Copilot contribute to the design phase of the Software Development Life Cycle (SDLC)?

Options:

A.

GitHub Copilot can independently create a complete software design.

B.

GitHub Copilot can suggest design patterns and best practices relevant to the project.

C.

GitHub Copilot can manage design team collaboration and version control.

D.

GitHub Copilot can generate user interface (UI) prototypes without prompting.

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Questions 10

When using GitHub Copilot Chat to generate boilerplate code for various test types, how can you guide the AI to follow the testing standards of your company?

Options:

A.

By using a specific setting in GitHub Copilot's configuration.

B.

By using a specific command in the terminal.

C.

By using specific prompt examples in your chat request.

D.

By using a specific slash command in the prompt.

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Questions 11

What specific function does the /fix slash command perform?

Options:

A.

Initiates a code review with static analysis tools for security and logic errors.

B.

Converts pseudocode into executable code, optimizing for readability and maintainability.

C.

Generates new code snippets based on language syntax and best practices.

D.

Proposes changes for detected issues, suggesting corrections for syntax errors and programming mistakes.

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Questions 12

How long does GitHub retain Copilot data for Business and Enterprise? (Each correct answer presents part of the solution. Choose two.)

Options:

A.

Prompts and Suggestions: Not retained

B.

Prompts and Suggestions: Retained for 28 days

C.

User Engagement Data: Kept for Two Years

D.

User Engagement Data: Kept for One Year

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Questions 13

What is the main purpose of the duplication detection filter in GitHub Copilot?

Options:

A.

To compare user-generated code against a private repository for potential matches.

B.

To allow administrators to control which suggestions are visible to developers based on custom criteria.

C.

To encourage the user to follow coding best practices preventing code duplication.

D.

To detect and block suggestions that match public code snippets on GitHub if they contain about 150 characters.

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Questions 14

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.

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Questions 15

Which GitHub Copilot plan could an Azure DevOps organization use without requiring a GitHub Enterprise license?

Options:

A.

GitHub Copilot Individual

B.

GitHub Copilot Enterprise

C.

GitHub Copilot for Azure DevOps

D.

Copilot Teams

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Questions 16

Which GitHub Copilot plan allows for prompt and suggestion collection?

Options:

A.

GitHub Copilot Individuals

B.

GitHub Copilot Business

C.

GitHub Copilot Enterprise

D.

GitHub Copilot Codespace

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Questions 17

How does GitHub Copilot suggest code optimizations for improved performance?

Options:

A.

By analyzing the codebase and suggesting more efficient algorithms or data structures.

B.

By automatically rewriting the codebase to use more efficient code.

C.

By enforcing strict coding standards that ensure optimal performance.

D.

By providing detailed reports on the performance of the codebase.

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Questions 18

What configuration needs to be set to get help from Microsoft and GitHub protecting against IP infringement while using GitHub Copilot?

Options:

A.

Suggestions matching public code to 'blocked'

B.

Enforce blocking of MIT or GPL licensed code

C.

You need to check code suggestions yourself before accepting

D.

Enable GitHub Copilot license checking

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Questions 19

What should developers consider when relying on GitHub Copilot for generating code that involves statistical analysis?

Options:

A.

GitHub Copilot can independently verify the statistical significance of results.

B.

GitHub Copilot's suggestions are based on statistical trends and may not always apply accurately to specific datasets.

C.

GitHub Copilot will automatically correct any statistical errors found in the user's initial code.

D.

GitHub Copilot can design new statistical methods that have not been previously documented.

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Questions 20

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

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Questions 21

Which of the following are true about code suggestions? (Each correct answer presents part of the solution. Choose two.)

Options:

A.

Code suggestions are guaranteed to not expose known security vulnerabilities

B.

You can use keyboard shortcuts to accept the next word in a suggestion

C.

Code suggestions are limited to single-line suggestions

D.

Code suggestions will always compile or run without modifications

E.

Alternative code suggestions can be shown in a new tab

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Questions 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.

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Questions 23

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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Questions 24

Why is code reviewing still necessary when using GitHub Copilot to write tests?

Options:

A.

Because GitHub Copilot can cover all possible scenarios in your test cases.

B.

Because GitHub Copilot generates the best code possible for the test scenario.

C.

Because GitHub Copilot's generated test cases may not cover all possible scenarios.

D.

Because GitHub Copilot replaces the need for manual testing.

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Questions 25

Which Microsoft ethical AI principle is aimed at ensuring AI systems treat all people equally?

Options:

A.

Inclusiveness

B.

Fairness

C.

Reliability and Safety

D.

Privacy and Security

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Questions 26

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.

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Questions 27

What is a key consideration when relying on GitHub Copilot Chat's explanations of code functionality and proposed improvements?

Options:

A.

The explanations are dynamically updated based on user feedback.

B.

Reviewing and validating the generated output for accuracy and completeness.

C.

GitHub Copilot Chat uses a static database for generating explanations.

D.

The explanations are primarily derived from user-provided documentation.

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Questions 28

If you are working on open source projects, GitHub Copilot Individual can be paid:

Options:

A.

Based on the payment method in your user profile

B.

N/A – Copilot Individual is a free service for all open source projects

C.

Through an invoice or a credit card

D.

Through an Azure Subscription

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Questions 29

How does GitHub Copilot assist developers in minimizing context switching?

Options:

A.

GitHub Copilot can automatically handle project management tasks.

B.

GitHub Copilot can completely replace the need for human collaboration.

C.

GitHub Copilot can predict and prevent bugs before they occur.

D.

GitHub Copilot allows developers to stay in their IDE.

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Questions 30

What is a benefit of using custom models in GitHub Copilot?

Options:

A.

Responses are faster to produce and appear sooner

B.

Responses use practices and patterns in your repositories

C.

Responses use the organization's LLM engine

D.

Responses are guaranteed to be correct

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Questions 31

Which of the following is correct about GitHub Copilot Knowledge Bases?

Options:

A.

All repos are indexed

B.

Indexing is static

C.

It is an Enterprise feature

D.

All file types are indexed

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Questions 32

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.

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Questions 33

What are the potential limitations of GitHub Copilot in maintaining existing codebases?

Options:

A.

GitHub Copilot can independently manage and resolve all merge conflicts in version control.

B.

GitHub Copilot might not fully understand the context and dependencies within a large codebase.

C.

GitHub Copilot's suggestions are always aware of the entire codebase.

D.

GitHub Copilot can refactor and optimize the entire codebase up to 10,000 lines of code.

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Questions 34

What do you check when GitHub Copilot content exclusions are not working? (Each correct answer presents part of the solution. Choose two.)

Options:

A.

If GitHub Copilot can connect to the server selected in your user settings.

B.

If the user is part of the content exclusion team that limits the use of content exclusions.

C.

If the content exclusion settings changed in the last 30 minutes or before that.

D.

If the user is in an organization that has content exclusions configured.

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Questions 35

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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Questions 36

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.

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Exam Code: GH-300
Exam Name: GitHub Copilot Exam
Last Update: Sep 23, 2025
Questions: 120

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