PDF Version DemoThe Google Cloud Certified - Generative AI Leader Exam (Generative-AI-Leader日本語版) exam has a reputation for breadth, and many candidates underestimate how much ground it covers. Getcertkey closes those gaps with 103 practice questions that reflect the style and difficulty you can expect in 2026.
Google Generative-AI-Leader日本語 Exam Overview:
| Certification Vendor: | Google Cloud |
|---|---|
| Exam Name: | Generative AI Leader |
| Exam Number: | Generative-AI-Leader |
| Available Languages: | English |
| Certificate Validity Period: | 2 years |
| Exam Format: | Multiple choice, Multiple select |
| Exam Duration: | 90 minutes |
| Related Certifications: | Google Cloud Digital Leader Google Cloud Professional Machine Learning Engineer |
| Real Exam Qty: | 50-60 |
| Exam Price: | $99 USD |
| Recommended Training: | Google Cloud Skills Boost - Generative AI learning paths |
| Exam Registration: | Google Cloud Certification Portal |
| Sample Questions: |  |
| Exam Way: | Online proctored exam |
| Pre Condition: | No strict prerequisites; basic understanding of cloud computing and AI concepts recommended |
| Official Syllabus URL: | https://cloud.google.com/learn/certification/generative-ai-leader |
Google Generative-AI-Leader日本語 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Fundamentals of Generative AI | - Difference between traditional AI, machine learning, and generative AI - Core concepts of generative AI and large language models - Key use cases and limitations of generative AI |
| Business Applications and Adoption Strategy | - AI-driven transformation and workflow integration - Measuring ROI and value of generative AI initiatives - Identifying business use cases for generative AI |
| Responsible AI and Governance | - Responsible AI principles and compliance - Data privacy and security in generative AI systems - AI safety, bias, and fairness considerations |
| Google Cloud Generative AI Products and Tools | - Vertex AI and Gemini models overview - AI APIs and model deployment options on Google Cloud - Prompt design and prompt engineering tools |
Generative-AI-Leader日本語 Exam FAQs for 2026 Candidates
Which certification does the Generative-AI-Leader日本語 exam lead to?
The Generative-AI-Leader日本語 exam is the official Google Cloud exam behind the Google Cloud Certified - Generative AI Leader certification, validating the skills measured by the Google Cloud Certified - Generative AI Leader Exam (Generative-AI-Leader日本語版) credential. It sits at the Professional level of the Google Cloud certification program. It also connects to Google Cloud Digital Leader, Google Cloud Professional Machine Learning Engineer, so the knowledge you build here carries over to those tracks as well.
How many questions are on the Generative-AI-Leader日本語 exam, and how much time do I get?
The Generative-AI-Leader日本語 exam contains 50-60 questions to be completed within 90 minutes. Before exam day, divide the available time by the question count to work out a comfortable per-question pace, and mark any item that eats into it so you can return later instead of getting stuck. Timed sessions in the Getcertkey test engines make that pacing automatic — run at least two full-length mock exams under the clock so time pressure never becomes the reason you drop points.
Are there any prerequisites for the Generative-AI-Leader日本語 exam?
No strict prerequisites; basic understanding of cloud computing and AI concepts recommended Requirements can change when Google Cloud revises its certification program, so confirm the current eligibility rules on the official exam page before you register.
How do I register for the Generative-AI-Leader日本語 exam?
You can book the Google Cloud Certified - Generative AI Leader Exam (Generative-AI-Leader日本語版) exam through the official registration channels below:
As for delivery, the exam is offered in the following format: Online proctored exam. Choose the option that suits you best when you book your seat.
What official training is recommended for the Generative-AI-Leader日本語 exam?
Google Cloud recommends the following training resources for the Google Cloud Certified - Generative AI Leader Exam (Generative-AI-Leader日本語版) exam:
Official courses build the foundation; the 103 practice questions from Getcertkey then show you how that knowledge is examined, so the two work best together.
Can I try the Generative-AI-Leader日本語 practice questions before I buy?
Yes. Getcertkey provides a free Generative-AI-Leader日本語 PDF demo so you can review the question style and answer quality before purchasing. Every purchase also includes 365 days of free updates — if Google revises the exam during that period, the updated material reaches you at no cost. Once the free-update year ends, you can extend your update service at a 50% discount.
What if I fail the Generative-AI-Leader日本語 exam, and how is my order delivered?
Every Google Cloud Certified - Generative AI Leader Exam (Generative-AI-Leader日本語版) purchase on Getcertkey is covered by a 100% money-back guarantee with clear conditions: if you take the corresponding exam within 60 days of your purchase and do not pass, you can claim a full refund by submitting a scanned copy of your exam enrollment slip and your official score report as a PDF within two days of the exam date; claims are processed within seven days of submission. The guarantee does not apply to exams taken within three days of purchase, to material that was downloaded but never used in an exam attempt, or to free products and expired orders, and the candidate name must match the payer name. If you would rather not take a refund, you can instead exchange your purchase for two free exam preparation products of equal value and keep the update service on your original product.
Delivery is instant: your download is sent to your email within one minute of payment, with no limit on how many computers you may install the material on. If nothing arrives within two hours, check your spam folder and contact customer service for help.
What topics are covered in the Generative-AI-Leader日本語 exam?
The Google Cloud Certified - Generative AI Leader Exam (Generative-AI-Leader日本語版) exam blueprint is organized into 4 domains. The first three are:
- Business Applications and Adoption Strategy
- Responsible AI and Governance
- Fundamentals of Generative AI
For the complete domain-by-domain breakdown, scroll up to the full exam topics outline above and use it to plan how you distribute your study time.
Google Cloud Certified - Generative AI Leader Exam (Generative-AI-Leader日本語版) Sample Questions:
Question #1
ある大企業は、モデルの管理に課題を抱えています。コード、データ、モデルのトレーニングに使用されるパラメータなど、モデルには多くのバージョンが存在します。同社は、バージョン管理、変更履歴の追跡、ライフサイクル全体にわたる整理された状態を維持するためのソリューションを必要としています。同社は、Gemini Enterprise Agent Platformのどのツールを使用すべきでしょうか？
A. エージェントプラットフォーム上でのモデル監視
B. エージェントプラットフォーム上のモデルレジストリ
C. エージェントプラットフォームパイプライン
D. エージェントプラットフォーム機能ストア
Question #2
人事部は、大量の応募書類選考を支援するため、新しい生成AIアプリケーションを導入しています。公平性を確保し、候補者との信頼関係を構築したいと考えています。チームは何を優先すべきでしょうか？
A. 特にアプリケーションの評価とデータの使用に関して、AI が透過的に動作することを保証します。
B. 人間によるレビューを必要とせずに、AI アプリケーションがすべての候補を自動的にランク付けできるようにします。
C. AI アプリケーションをさまざまな求人掲示板と統合して、候補者へのリーチを最大化します。
D. 各アプリケーションの処理時間を最小限に抑えて効率を向上することに重点を置いています。
Question #3
ある物流会社は、生成型AI(gen AI)エージェントを使用して、倉庫全体のリアルタイム在庫レベルを自動的にチェックし、配送スケジュールを調整したいと考えています。gen AIエージェントは、社内在庫データへのアクセスが必要です。同社は最も費用対効果の高いソリューションを求めています。この組織はどのような対応を取るべきでしょうか？
A. Vertex AI Studioを使用して、サンプル在庫データでモデルを微調整します。
B. エージェントがリアルタイムデータを取得するために、Google Cloud データベースと Vertex AI を使用します。
C. gen AIエージェントを使用する代わりに、カスタムAPIを構築します。
D. 在庫に関する質問には、事前に構築された汎用AIチャットボットを使用します。
Question #4
世界的なニュース配信会社が、速報記事をオンラインで配信するとすぐに要約する生成AIツールを開発しています。目標は、世界中の様々な情報源から発信される、急速に進展するニュースの最新情報を視聴者に迅速に提供することです。どのようなGoogle Cloudソリューションを活用すべきでしょうか？
A. Google 検索によるグラウンディング
B. Vertex AI 自然言語 API
C. ビッグクエリ
D. AIドキュメント
Question #5
ある企業が生成AI戦略を策定中です。成功の可能性を高めるため、Googleが推奨するプラクティスに従おうと考えています。どの戦略を採用すべきでしょうか？
A. 多方向戦略
B. トップダウン戦略
C. 迅速な実装戦略
D. ボトムアップ戦略
Solutions:
| Question #1 Correct Answer: B | Question #2 Correct Answer: A | Question #3 Correct Answer: B | Question #4 Correct Answer: A | Question #5 Correct Answer: B |
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