Cloudera Generative AI Engineer 試験対策問題集

模擬試験モードの設定

上記は本サイトの模擬試験モードの設定値です。実際の試験の出題数・制限時間・合格基準は、各認定プログラムの公式サイトでご確認ください。

出題分野

• AI and Machine Learning Foundations（学習の型と評価指標）（出題比率 10%）
• Cloudera AI (CAI) Platform Architecture（作業台と実行環境）（出題比率 14%）
• Machine Learning Operations (MLOps) Lifecycle（実験と登録と配備）（出題比率 13%）
• Generative AI and LLM Fundamentals（変換器と文脈窓と微調整）（出題比率 15%）
• Retrieval-Augmented Generation (RAG) Architectures（索引と検索）（出題比率 15%）
• Agentic AI Systems and Workflows（道具の呼び出しと多主体の連携）（出題比率 13%）
• Enterprise Governance and Security（認可と系譜と入口）（出題比率 10%）
• Production Deployment and Model Serving at Scale（推論と自動増減）（出題比率 10%）

フリー問題

1. An insurer trains a model that flags claims for manual review. Only about one cl…
2. A retail bank holds several years of card transaction records. Nobody has ever m…
3. A retail bank's platform team wants to be clear about which layer creates and de…
4. An insurer's data scientist installs several Python packages inside a session, s…
5. An agricultural cooperative wants its own container image to appear in the runti…
6. A retail chain exposes a scoring function as a REST endpoint on this platform. T…
7. An insurer has forty tracked runs and now wants one named entry that carries suc…
8. An insurer's scientist wants the confusion matrix image and the trained weights …
9. A group calls an external model by a name that does not include a version. Answe…
10. A telecom operator wants the model to choose only among the most likely next wor…
11. A group wants one written rule telling divisions when to use instructions and ex…
12. An insurer splits its policy manual into fixed-length pieces. Answers about rule…
13. An agricultural cooperative indexes whole thirty-page documents as single pieces…
14. A bank wants a chat assistant that answers using its own internal policy documen…
15. A group finds seven divisions have each written their own tool for reading the s…
16. A bank compares two designs. In the first, one request goes to the model and one…
17. A bank must ensure that analysts in the marketing team can query a customer tabl…
18. A manufacturer's auditor asks the platform team to prove which training data set…
19. An insurer's endpoint handles peak traffic with three identical copies of the sa…
20. A bank has been serving models from ad hoc containers built by each team. It now…