Databricks Certified Machine Learning Professional 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

• Model Development（モデル開発）（出題比率 44%）
• ML Ops / MLOps（機械学習の運用）（出題比率 44%）
• Model Deployment（モデルのデプロイ）（出題比率 12%）

フリー問題

1. A telecom company trains a churn model on last quarter's data. The plan code col…
2. A grouped pandas function returns a pandas DataFrame with columns named store, f…
3. A retailer must train a separate forecasting model for each of 4,000 stores. Eac…
4. A team wants to tune a GBTClassifier that sits at the end of a Pipeline containi…
5. An insurance company trains a claim severity model on a Delta table with 620 mil…
6. A team distributes training across a cluster because a single machine cannot hol…
7. A data scientist wants to run an Optuna study across the executors of a multi-no…
8. A retailer trains a demand model on 900 million rows but serves predictions for …
9. A data scientist assembles a SparkML Pipeline whose stages are, in order, a Stri…
10. A platform team is standardizing how machine learning projects move from develop…
11. A team is deciding what kind of testing to run in each environment. Which alloca…
12. A loan approval model's outcome is only known 60 days after the prediction. The …
13. A team wants to add unit tests to a training notebook that currently contains 40…
14. A machine learning system has four pipelines: feature computation, training, eva…
15. A team writes an integration test for their machine learning pipelines. They wan…
16. A retraining workflow will run without human involvement. Which step must be inc…
17. In a Unity Catalog based setup, a registered model lives at a three-level name w…
18. A team wants retraining to start automatically when the quality of the served mo…
19. A custom model reads a 40 megabyte threshold table at prediction time. The team …
20. A model needs a preprocessing step that maps free-text product names to canonica…