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GitHub Copilot Exam Questions and Answers

Question 1

What content can be configured to be excluded with content exclusions? (Each correct answer presents part of the solution. Choose three.)

Options:

A.

Files

B.

Folders

C.

Lines in files

D.

Gists

E.

Repositories

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Question 2

What is the process behind identifying public code matches when using a public code filter enabled in GitHub Copilot?

Options:

A.

Running code suggestions through filters designed to detect public code

B.

Comparing suggestions against public code using machine learning.

C.

Analyzing the context and structure of the code being written

D.

Reviewing the user's browsing history to identify public repositories

Question 3

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 4

What type of information can you retrieve through GitHub Copilot Business Subscriptions via REST API? (Each correct answer presents part of the solution. Choose two.)

Options:

A.

Get a summary of GitHub Copilot usage for organization members

B.

List all GitHub Copilot seat assignments for an organization

C.

View code suggestions for a specific user

D.

List of all unsubscribed GitHub Copilot members within an organization

Question 5

How long does it take content exclusion to add or be updated?

Options:

A.

Up to 30 minutes

B.

45 - 60 minutes

C.

60 - 90 minutes

D.

24 hours

Question 6

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 7

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 8

What kind of insights can the GitHub Copilot usage metrics API provide to help evaluate the effectiveness of GitHub Copilot? (Each correct answer presents part of the solution. Choose two.)

Options:

A.

The API can generate detailed reports on code quality improvements made by GitHub Copilot.

B.

The API can track the number of code suggestions accepted and used in the organization.

C.

The API can provide Copilot Chat specific suggestions acceptance metrics.

D.

The API can refactor your code to improve productivity.

E.

The API can provide feedback on coding style and standards compliance.

Question 9

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.

Question 10

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 11

What is the impact of the "Fill-In-the-Middle" (FIM) technique on GitHub Copilot's code suggestions?

Options:

A.

Restricts Copilot to use only external databases for generating code suggestions.

B.

Allows Copilot to generate suggestions based only on the prefix of the code.

C.

Ignores both the prefix and suffix of the code, focusing only on user comments for context.

D.

Improves suggestions by considering both the prefix and suffix of the code, filling in the middle part more accurately.

Question 12

How is GitHub Copilot Individual billed? (Each correct answer presents part of the solution. Choose two.)

Options:

A.

Monthly as a subscription

B.

Annually as a subscription

C.

Monthly, as a metered service based on actual consumption

D.

Free (not billed) for all open source projects

Question 13

What are the potential risks associated with relying heavily on code generated from GitHub Copilot? (Each correct answer presents part of the solution. Choose two.)

Options:

A.

GitHub Copilot may introduce security vulnerabilities by suggesting code with known exploits.

B.

GitHub Copilot may decrease developer velocity by requiring too much time in prompt engineering.

C.

GitHub Copilot's suggestions may not always reflect best practices or the latest coding standards.

D.

GitHub Copilot may increase development lead time by providing irrelevant suggestions.

Question 14

When using GitHub Copilot Chat to generate unit tests, which slash command would you use?

Options:

A.

/init-tests

B.

/create-tests

C.

/generate-tests

D.

/tests

Question 15

Why might a Generative AI (Gen AI) tool create inaccurate outputs?

Options:

A.

The Gen AI tool is overloaded with too many requests at once.

B.

The Gen AI tool is experiencing downtime and is not fully recovered.

C.

The Gen AI tool is programmed with a focus on creativity over factual accuracy.

D.

The training data might contain biases or inconsistencies.

Question 16

What is few-shot prompting?

Options:

A.

Telling GitHub Copilot about the mechanism you want it to use and how to incorporate that into the response

B.

Telling GitHub Copilot from which sources it should base the response on

C.

Telling GitHub Copilot to try multiple times to answer the prompt

D.

Telling GitHub Copilot to iterate several times on the answer before returning it to you

Question 17

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 18

GitHub Copilot in the Command Line Interface (CLI) can be used to configure the following settings: (Each correct answer presents part of the solution. Choose two.)

Options:

A.

The default execution confirmation

B.

Usage analytics

C.

The default editor

D.

GitHub CLI subcommands

Question 19

When using an IDE with a supported GitHub Copilot plug-in, which Chat features can be accessed from within the IDE? (Each correct answer presents part of the solution. Choose two.)

Options:

A.

Explain code and suggest improvements

B.

Generate unit tests

C.

Plan coding tasks

D.

Find out about releases and commits

Question 20

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.

Question 21

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 22

Identify the steps involved in the life cycle of a GitHub Copilot code suggestion? (Each correct answer presents part of the solution. Choose two.)

Options:

A.

Generate suggestions

B.

Capturing the user's context

C.

Processing telemetry data

D.

Retraining the model

E.

Storing user data

Question 23

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 24

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.

Question 25

What are the potential limitations of GitHub Copilot Chat? (Each correct answer presents part of the solution. Choose two.)

Options:

A.

Limited training data

B.

No biases in code suggestions

C.

Ability to handle complex code structures

D.

Extensive support for all programming languages

Question 26

How does GitHub Copilot identify matching code and ensure that public code is appropriately handled or blocked? (Each correct answer presents part of the solution. Choose two.)

Options:

A.

Using machine learning models trained only on private repositories

B.

Reviewing and storing user-specific private repository data for future suggestions

C.

Filtering out suggestions that match code from public repositories

D.

Implementing safeguards to detect and avoid suggesting verbatim snippets from public code

Question 27

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

Options:

A.

The Settings menu in the GitHub Mobile app.

B.

The feedback section on the GitHub website.

C.

Use the emojis in the Copilot Chat interface.

D.

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

Question 28

Which principle emphasizes that AI systems should be understandable and provide clear information on how they work?

Options:

A.

Fairness

B.

Transparency

C.

Inclusiveness

D.

Accountability

Question 29

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 30

How can GitHub Copilot aid developers in writing documentation for their code?

Options:

A.

GitHub Copilot cannot assist in writing documentation or comments.

B.

GitHub Copilot can automatically generate complete and detailed documentation.

C.

GitHub Copilot can suggest summaries or descriptions based on the code's functionality.

D.

GitHub Copilot can only generate content in markdown format.

Question 31

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

Question 32

Which of the following GitHub Copilot Business related activities can be tracked using the organization audit logs?

Options:

A.

Accepted chat suggestions

B.

Code suggestions made by GitHub Copilot

C.

Changes to content exclusion settings

D.

Suggestions blocked by duplication detection filtering

Question 33

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 34

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 35

Which of the following statements best describes the impact of GitHub Copilot on the software development process?

Options:

A.

It decreases software vulnerabilities from third party dependencies.

B.

It reduces overhead by automating testing workflows.

C.

It increases productivity by automating repetitive coding tasks.

D.

It replaces the need for developers in the software development process.

Question 36

What is a likely effect of GitHub Copilot being trained on commonly used code patterns?

Options:

A.

Suggest innovative coding solutions that are not yet popular.

B.

Suggest completely novel projects, while reducing time on a project.

C.

Suggest code snippets that reflect the most common practices in the training data.

D.

Suggest homogeneous solutions if provided a diverse data set.

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Total 120 questions