Free GitHub GitHub-Copilot Exam Practice Questions 2026

Stay ahead with 100% Free GitHub Copilot certification GitHub-Copilot Practice Test Questions Dumps

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Total 483 Questions | Updated On: Jun 12, 2026

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Question 1

You are developing an AI-based recruiting system and are using GitHub Copilot to help write code that filters job applicants based on their qualifications. Given that Copilot’s training data might contain historical biases (e.g., gender, race), how can you ensure that the code it generates does not inadvertently introduce bias into the system?

A : Assume that bias testing is unnecessary because Copilot is an AI tool, and AI systems are generally neutral and free from bias.

B : Ask Copilot to specifically avoid gender, race, and age attributes in its suggestions, which should eliminate any potential bias.

C : Conduct thorough bias testing on the Copilot-generated code to ensure that the system does not discriminate against any particular group.

D : Rely on Copilot’s large and diverse training set, assuming it has been trained on unbiased data sources, and trust its code suggestions.

Answer: A

Question 2

You are working on a project and using GitHub Copilot's chat functionality for help with debugging. Your manager asks you to explain the data flow between your machine, GitHub Copilot, and OpenAI’s servers when you use the chat feature. Additionally, they are concerned about whether the information exchanged during these interactions is stored and reused in future chats. Which of the following best describes the data flow when using GitHub Copilot’s chat functionality?

A : Chat interactions are stored permanently on GitHub’s servers for future model improvement, but no data is shared with third parties like OpenAI.

B : All chat interactions are processed locally, and no data is sent to any external server.

C : Chat interactions are sent to GitHub’s servers, which then forward them to OpenAI for processing, with some chat data being stored to improve responses in future sessions.

D : GitHub Copilot’s chat feature sends input directly to OpenAI’s Codex API for processing, and no input is stored permanently by GitHub or OpenAI.

Answer: A

Question 3

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

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

Answer: A

Question 4

You are using GitHub Copilot to help with a mathematical algorithm that requires precise calculations. While Copilot is excellent at generating code snippets, you're curious about its ability to provide reasoning and perform precise calculations. Which of the following best describes GitHub Copilot’s capabilities and limitations in this scenario?

A : GitHub Copilot can perform complex calculations accurately by leveraging its deep learning model, which is optimized for mathematical computations.

B : GitHub Copilot can process and reason through mathematical proofs, ensuring that the code generated is logically sound and mathematically correct.

C : GitHub Copilot can generate code for calculations, but it relies on the logic you provide in the prompt and does not inherently understand or guarantee the accuracy of the calculations.

D : GitHub Copilot is specifically designed to handle mathematical reasoning and calculations and can replace tools like Wolfram Alpha or scientific calculators.

Answer: A

Question 5

You are working on a JavaScript project and want to generate a function that adds two numbers using GitHub Copilot. Which of the following is the most effective prompt to provide clear context and yield the desired result?

A : Create a function.

B : Write a function that calculates the sum of two numbers in Python.

C : Sum two numbers.

D : Write a JavaScript function named add that takes two parameters, adds them, and returns the sum.

Answer: A

Page: 1 / 97

Total 483 Questions | Updated On: Jun 12, 2026

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