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NEW QUESTION 1
What method can a developer use to generate sample data with GitHub Copilot? (Each correct answer presents part of the solution. Choose two.)

A.    Utilizing GitHub Copilot’s ability to create fictitious information from patterns in training data.
B.    Leveraging GitHub Copilot’s ability to independently initiate and manage data storage services.
C.    Utilize GitHub Copilot’s capability to directly access and use databases to create sample data.
D.    Leveraging GitHub Copilot’s suggestions to create data based on API documentation in the repository.

Answer: AD
Explanation:
GitHub Copilot can generate sample data by creating fictitious information based on patterns in its training data and by using suggestions based on API documentation within the repository.

NEW QUESTION 2
What is the correct way to access the audit log events for GitHub Copilot Business?

A.    Navigate to the Security tab in the organization’s GitHub settings.
B.    Navigate to the Insights tab in the repository settings.
C.    Use the Audit log section in the organization’s GitHub settings.
D.    Use the Code tab in the GitHub repository.

Answer: C
Explanation:
Audit log events for GitHub Copilot Business can be accessed through the Audit log section within the organization’s GitHub settings. This log provides a record of activities related to Copilot usage and configuration.

NEW QUESTION 3
How can GitHub Copilot assist developers during the requirements analysis phase of the Software Development Life Cycle (SDLC)?

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.

Answer: B
Explanation:
GitHub Copilot can assist during the requirements analysis phase by providing templates and code snippets that aid in documenting requirements. This helps streamline the process of capturing and organizing project requirements.

NEW QUESTION 4
How do you generate code suggestions with GitHub Copilot in the CLI?

A.    Write code comments –> Press the suggestion shortcut –> Select the best suggestion from the list.
B.    Use copilot suggest –> Write the command you want –> Select the best suggestion from the list.
C.    Type out the code snippet –> Use the copilot refine command to enhance it –> Review the suggested command.
D.    Describe the project’s architecture –> Use the copilot generate command –> Accept the generated suggestion.

Answer: A
Explanation:
In the CLI, GitHub Copilot generates code suggestions by analyzing code comments. You write comments describing what you want, and Copilot provides relevant code suggestions. You then select the best suggestion from the list.

NEW QUESTION 5
Which principle emphasizes that AI systems should be understandable and provide clear information on how they work?

A.    Fairness
B.    Transparency
C.    Inclusiveness
D.    Accountability

Answer: B
Explanation:
The principle of transparency emphasizes that AI systems should be understandable and provide clear information about their operations. This ensures that users can understand how the AI arrives at its decisions and suggestions.

NEW QUESTION 6
How does GitHub Copilot Chat utilize its training data and external sources to generate responses when answering coding questions?

A.    It primarily relies on the model’s training data to generate responses.
B.    It primarily uses search results from Bing to generate responses.
C.    It combines its training data set, code in user repositories, and external sources like Bing to generate responses.
D.    It uses user-provided documentation exclusively to generate responses.

Answer: C
Explanation:
GitHub Copilot Chat combines its training data, code from user repositories, and external sources like Bing to generate comprehensive and relevant responses to coding questions.

NEW QUESTION 7
GitHub Copilot in the Command Line Interface (CLI) can be used to configure which of the following settings? (Each correct answer presents part of the solution. Choose two.)

A.    The default execution confirmation.
B.    Usage analytics.
C.    The default editor.
D.    GitHub CLI subcommands.

Answer: AB
Explanation:
GitHub Copilot in the CLI allows configuration of settings such as the default execution confirmation and usage analytics. These settings help tailor the CLI experience to the user’s preferences.

NEW QUESTION 8
How can you use GitHub Copilot to get inline suggestions for refactoring your code? (Choose two.)

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”.

Answer: AE
Explanation:
You can use GitHub Copilot for inline refactoring suggestions by adding comments to your code to trigger suggestions and by highlighting the code and selecting “Refactor using GitHub Copilot” from the context menu.

NEW QUESTION 9
What role does chat history play in GitHub Copilot’s code suggestions?

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.

Answer: B
Explanation:
Chat history provides valuable context to GitHub Copilot, helping it generate more relevant and accurate code suggestions based on previous interactions and conversations.

NEW QUESTION 10
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.)

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.

Answer: AD
Explanation:
GitHub Copilot helps with learning new languages by providing guidance on common tasks and by converting comments into code, allowing developers to see syntax in action.

NEW QUESTION 11
What practices enhance the quality of suggestions provided by GitHub Copilot? (Choose three.)

A.    Clearly defining the problem or task.
B.    Including personal information in the code comments.
C.    Using meaningful variable names.
D.    Providing examples of desired output.
E.    Use a .gitignore file to exclude irrelevant files.

Answer: ACD
Explanation:
The quality of Copilot’s suggestions is enhanced by clearly defining the task, using meaningful variable names, and providing examples of the desired output.

NEW QUESTION 12
Why is code reviewing still necessary when using GitHub Copilot to write tests?

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.

Answer: C
Explanation:
Code review is necessary because GitHub Copilot’s generated test cases might not cover all possible scenarios, especially edge cases and complex interactions.

NEW QUESTION 13
How is GitHub Copilot Individual billed? (Each correct answer presents part of the solution. Choose two.)

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.

Answer: AB
Explanation:
GitHub Copilot Individual is billed as a monthly or annual subscription.

NEW QUESTION 14
What should developers consider when relying on GitHub Copilot for generating code that involves statistical analysis?

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.

Answer: B
Explanation:
Developers should consider that GitHub Copilot’s suggestions are based on statistical trends and may not always be accurate for specific datasets, requiring careful validation.

NEW QUESTION 15
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.)

A.    Code suggestions.
B.    Chat.
C.    Knowledge Base.
D.    Pull Request Diff Analysis.

Answer: AB
Explanation:
GitHub Copilot Individual provides code suggestions and chat features when used with supported IDE extensions like Visual Studio, VS Code, and JetBrains IDEs.

NEW QUESTION 16
What are two techniques that can be used to improve prompts to GitHub Copilot? (Choose two.)

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.

Answer: AD
Explanation:
Improving prompts involves providing specific success criteria and including links to supporting documentation to give GitHub Copilot more context and direction.

NEW QUESTION 17
Which of the following GitHub Copilot Business related activities can be tracked using the organization audit logs?

A.    Accepted chat suggestions.
B.    Code suggestions made by GitHub Copilot.
C.    Changes to content exclusion settings.
D.    Suggestions blocked by duplication detection filtering.

Answer: C
Explanation:
Organization audit logs track changes to content exclusion settings, providing administrators with visibility into configuration changes.

NEW QUESTION 18
What content can be configured to be excluded with content exclusions? (Each correct answer presents part of the solution. Choose three.)

A.    Lines in files.
B.    Files.
C.    Folders.
D.    Repositories.
E.    Gists.

Answer: BCD
Explanation:
Content exclusions allow you to exclude files, folders, and repositories from being used by GitHub Copilot.

NEW QUESTION 19
What is a limitation of content exclusions?

A.    Content exclusions can be worked around as it is only available for Git repositories.
B.    Content exclusions can only be configured by an enterprise administrator.
C.    Content exclusions are only available in the GitHub Copilot Individual plan.
D.    Repository administrators and organization owners cannot manage content exclusion settings.

Answer: A
Explanation:
A limitation is that content exclusions are only available for Git repositories, meaning they can be worked around if content is accessed through other means.

NEW QUESTION 20
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.)

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.

Answer: AE
Explanation:
The REST API endpoints are used to add and remove teams from the Copilot Business subscription within an organization.

NEW QUESTION 21
How can GitHub Copilot be limited when it comes to suggesting unit tests?

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.

Answer: B
Explanation:
GitHub Copilot often suggests basic unit tests and may not cover all edge cases or complex integration scenarios, requiring developers to supplement its suggestions.

NEW QUESTION 22
How does GitHub Copilot suggest code optimizations for improved performance?

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.

Answer: A
Explanation:
GitHub Copilot suggests code optimizations by analyzing the codebase and recommending more efficient algorithms or data structures.

NEW QUESTION 23
Which GitHub Copilot plan allows for prompt and suggestion collection?

A.    GitHub Copilot Individuals
B.    GitHub Copilot Business
C.    GitHub Copilot Enterprise
D.    GitHub Copilot Codespace

Answer: C
Explanation:
GitHub Copilot Enterprise allows for prompt and suggestion collection, enabling organizations to analyze and improve their usage of the tool.

NEW QUESTION 24
How does GitHub Copilot Enterprise assist in code reviews during the pull request process? (Choose two.)

A.    It automatically merges pull requests after an automated review.
B.    It generates a prose summary and a bulleted list of key changes for pull requests.
C.    It can validate the accuracy of the changes in the pull request.
D.    It can answer questions about the changeset of the pull request.

Answer: BD
Explanation:
GitHub Copilot Enterprise assists in code reviews by generating summaries of pull requests and answering questions about the changes made.

NEW QUESTION 25
Which of the following statements best describes the impact of GitHub Copilot on the software development process?

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.

Answer: C
Explanation:
GitHub Copilot primarily impacts the software development process by increasing productivity through automating repetitive coding tasks.

NEW QUESTION 26
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