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Microsoft GH-300 Dumps

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Total 123 questions

GitHub Copilot Exam Questions and Answers

Question 1

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.

Question 2

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

Options:

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

Question 3

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.

Question 4

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 5

Which of the following does GitHub Copilot ' s LLM derive context from when producing a response?

Options:

A.

Frequency of commits to the repository

B.

Syntax highlighting scheme of the code in the IDE

C.

Neighboring or related files within a project

D.

Version control system integrated with the IDE

Question 6

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 7

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

Question 8

How can the concept of fairness be integrated into the process of operating an AI tool?

Options:

A.

Focusing on accessibility will ensure fairness.

B.

Focusing on collecting large datasets for training will ensure fairness.

C.

Regularly monitoring the AI tool ' s performance will ensure fairness in its outputs.

D.

Training AI data and algorithms to be free from biases will ensure fairness.

Question 9

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

Question 10

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

Question 11

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 12

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

Question 13

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 14

You have a GitHub Copilot subscription.

You need to start an interactive GitHub Copilot CLI session from the root folder of a project.

If you are NOT authenticated, GitHub Copilot must prompt you to sign in.

Which four actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.

as

Options:

Question 15

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 16

What is a limitation of content exclusions?

Options:

A.

Repository administrators and organization owners cannot manage content exclusion settings.

B.

Content exclusions can be worked around as it is only available for Git repositories.

C.

Content exclusions can only be configured by an enterprise administrator.

D.

Content exclusions are only available in the GitHub Copilot Individual plan.

Question 17

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 18

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 19

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.

Question 20

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

Options:

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.

Question 21

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

Question 22

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 23

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 24

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 25

What is the primary purpose of organization audit logs in GitHub Copilot Business?

Options:

A.

To track the number of lines of code suggested by Copilot

B.

To assign software licenses within the organization

C.

To monitor code conflicts across repositories

D.

To monitor administrator activities and actions within the organization

Question 26

An independent contractor develops applications for a variety of different customers. Assuming no concerns from their customers, which GitHub Copilot plan is best suited?  

Options:

A.

GitHub Copilot Individual

B.

GitHub Copilot Business

C.

GitHub Copilot Business for non-GHE Customers

D.

GitHub Copilot Enterprise

E.

GitHub Copilot Teams

Question 27

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.

Question 28

How does the /tests slash command assist developers?

Options:

A.

Constructs detailed test documentation.

B.

Creates unit tests for the selected code.

C.

Integrates with external testing frameworks.

D.

Executes test cases to find issues with the code.

Question 29

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 30

Where is the proxy service hosted?

Options:

A.

Self hosted

B.

Amazon Web Service

C.

Microsoft Azure

D.

Google Cloud Platform

Question 31

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 32

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 33

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 34

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.

Question 35

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 36

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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Total 123 questions