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Microsoft GH-300日本語 Exam Syllabus Topics:

Topic	Details
Topic 1	How GitHub Copilot Works and Handles Data: Designed for Machine Learning Engineers and Data Privacy Specialists, this section covers the data lifecycle and processing behind Copilot’s code suggestions. It explains how context is gathered, prompts constructed, responses generated, and post-processed through proxy services. Candidates understand Copilot’s data policies, handling of inputs, and limitations such as context window size and data age influencing suggestion relevance.
Topic 2	Responsible :This section of the exam measures skills of AI Ethics Officers and Risk Managers and covers the responsible and ethical usage of AI technologies. It explains the risks and limitations associated with generative AI tools, including biases in training data and the need to validate AI outputs. Candidates learn how to operate AI responsibly by identifying potential harms such as bias, fairness, privacy concerns, and mitigating these harms by applying ethical AI principles.
Topic 3	Privacy Fundamentals and Context Exclusions: This domain focuses on Security Engineers and Compliance Officers and addresses improving code quality with Copilot’s test suggestions and security optimizations. It covers identification of security vulnerabilities, performance enhancements, and privacy features like content exclusions at repository and organization levels with explanation of their limitations. Candidates learn about safeguarding mechanisms such as duplication detection, contractual protections, security checks, and troubleshooting guide for common Copilot issues including context exclusions and suggestion gaps.

Reference: https://learn.microsoft.com/en-us/credentials/certifications/resources/study-guides/GH-300

Microsoft GitHub Copilot (GH-300日本語版) Sample Questions:

Question #1

GitHub Copilot はパフォーマンス向上のためにコードの最適化をどのように提案しますか?

A. コードベースを自動的に書き換えて、より効率的なコードを使用します。
B. コードベースを分析し、より効率的なアルゴリズムやデータ構造を提案します。
C. 最適なパフォーマンスを保証する厳格なコーディング標準を適用します。
D. コードベースのパフォーマンスに関する詳細なレポートを提供します。

Reveal Solution Discussion 0

Correct Answer: B 🗳️