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Updated: Oct 20, 2026
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Microsoft DP-100日本語 Exam Overview:
| Certification Vendor: | Microsoft |
|---|---|
| Exam Name: | Designing and Implementing a Data Science Solution on Azure |
| Exam Number: | DP-100 |
| Passing Score: | 700 |
| Exam Price: | $165 USD |
| Exam Format: | Yes/No, Case studies, Multiple choice, Multiple select, Drag and drop |
| Available Languages: | Arabic (Saudi Arabia), Russian, Italian, French, English, German, Korean, Chinese (Simplified), Spanish, Japanese, Portuguese (Brazil), Chinese (Traditional), Indonesian (Indonesia) |
| Real Exam Qty: | 40-60 |
| Related Certifications: | Microsoft Certified: Azure Data Engineer Associate Microsoft Certified: Azure AI Engineer Associate |
| Exam Duration: | 100 minutes |
| Certificate Validity Period: | 1 year |
| Recommended Training: | Course DP-100T01-A: Designing and Implementing a Data Science Solution on Azure Microsoft Learn Learning Path |
| Exam Registration: | Microsoft Learn Registration Pearson VUE Scheduling |
| Sample Questions: | Microsoft DP-100日本語 Sample Questions |
| Exam Way: | Online proctored or onsite at Pearson VUE test centers |
| Pre Condition: | No mandatory prerequisites; recommended knowledge: Azure fundamentals, Python programming, data science concepts, machine learning frameworks (Scikit-learn, PyTorch, Tensorflow) |
| Official Syllabus URL: | https://learn.microsoft.com/en-us/credentials/certifications/resources/study-guides/dp-100 |
What is the duration of the DP-100 Exam
- Passing Score: 700/1000
- Number of Questions: 45-60
- Format: Multiple choices, multiple answers
- Length of Examination: 150 minutes
Reference: https://www.microsoft.com/en-us/learning/exam-dp-100.aspx
Microsoft DP-100: Exam Details
Microsoft doesn’t provide detailed information regarding its exams, including the DP-100 certification test. The total number of questions in exam is not published on the official website, but the candidates can expect to encounter about 40-60 items in their delivery of their test. There is also a high probability that they will face scenario-based questions with single-answer and multiple-answer options. The duration is all about 120 minutes. The exam is available in several languages, including Japanese, English, Simplified Chinese, and Korean.
The Microsoft DP-100 exam can be taken at any nearest Pearson VUE testing center or online as a proctored option. The cost for the exam is $165 in the United States but the price is usually different in other countries due to taxation. To find out the actual pricing for your country, simply check the official webpage.
Microsoft DP-100日本語 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Design and prepare a machine learning solution | 20-25% | - Design a machine learning solution
|
| Topic 2: Optimize language models for AI applications | 25-30% | - Evaluate and improve models
|
| Topic 3: Explore data and run experiments | 20-25% | - Explore and visualize data
|
| Topic 4: Train and deploy models | 25-30% | - Manage models
|
Microsoft Designing and Implementing a Data Science Solution on Azure (DP-100日本語版) Sample Questions:
Azure Machine Learning Studio を使用して実験を作成しています。
評価のためにデータを4つのサブセットに分割する必要があります。データには欠損値が多く含まれています。
分析用のデータを準備する必要があります。
実験を行うには適切な方法を選択する必要があります。
どの 3 つのモジュールを順番に実行する必要がありますか? 回答するには、適切なアクションをアクション リストから回答領域に移動し、正しい順序に並べます。
注意：正解の選択肢は複数あります。正解の選択肢の中からどれを選択しても、得点は加算されます。
Correct Answer:
Explanation:
The Clean Missing Data module in Azure Machine Learning Studio, to remove, replace, or infer missing values.
あなたはホテル予約ウェブサイト運営会社で働くデータサイエンティストです。Azure Machine Learning サービスを利用して、不正取引を識別するモデルをトレーニングします。
Azure Machine Learning SDK の Model.deploy メソッドを使用して、モデルを Azure Machine Learning リアルタイム Web サービスとしてデプロイする必要があります。デプロイされた Web サービスは、入力されたトランザクションデータに基づいて、不正行為のリアルタイム予測を返す必要があります。
モデルをデプロイするために使用される InferenceConfig クラスの entry_script パラメータとして指定されるスクリプトを作成する必要があります。
エントリ スクリプトでは何を行う必要がありますか?
- A. 推論計算に必要なコア数とメモリ量を指定します。
- B. Web サービスがデプロイされている推論クラスターでノードを起動します。
- C. 適切なタグとプロパティを使用してモデルを登録します。
- D. Web サービス コンピューティング用の Conda 環境を作成し、必要な Python パッケージをインストールします。
- E. モデルをロードし、それを使用して入力データからラベルを予測します。
Correct Answer: E 🗳️
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fsi という名前のファイル システムと、folder1 という名前のフォルダーを含む、storage1 という名前の Azure Data Lake Storage Gen2 保管アカウントを作成します。
folder1 の内容は、Azure Machine Learning ワークスペース内のコンピューティング ターゲット上のジョブからアクセスできる必要があります。
フォルダー 1 を参照するための URl を構築する必要があります。
URI はどのように構築すればよいですか? 回答するには、回答領域で適切なオプションを選択してください。
注意: 正しい選択ごとに 1 ポイントが付与されます。
Correct Answer:
Explanation:
注：この質問は、同じシナリオを提示する一連の質問の一部です。シリーズの各質問には、指定された目標を達成する可能性のある独自のソリューションが含まれています。一部の質問セットには複数の正しい解決策がある場合がありますが、他の質問セットには正しい解決策がない場合があります。
このセクションの質問に回答した後は、その質問に戻ることはできません。その結果、これらの質問はレビュー画面に表示されません。
履歴データに基づいて気象条件を予測するモデルを作成します。
データストアからデータを読み込み、処理されたデータを機械学習モデルのトレーニングスクリプトに渡すために、処理スクリプトを実行するパイプラインを作成する必要があります。
解決策：次のコードを実行します。
ソリューションは目標を達成していますか？
- A. いいえ
- B. はい
Correct Answer: B 🗳️
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Azure Machine Learning ワークスペースを管理します。
Azure Machine Learning Python SDK v2 を使用して、自然言語処理（NLP）テキスト分類モデルを複数の言語で実行する予定です。自動機械学習を使用して、テキスト分類ジョブの言語を構成する必要があります。TextClassifkationlob クラスのどのメソッドを使用すればよいですか？
- A. データの設定
- B. 特徴量化の設定
- C. トレーニングパラメータの設定
- D. set_sweep
Correct Answer: B 🗳️
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