Passing exam with DP-100日本語 latest training materials
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Updated: Oct 22, 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 |
| Real Exam Qty: | 40-60 |
| Exam Format: | Yes/No, Multiple choice, Drag and drop, Case studies, Multiple select |
| Available Languages: | English, German, Russian, Chinese (Simplified), Chinese (Traditional), Korean, French, Spanish, Indonesian (Indonesia), Portuguese (Brazil), Italian, Arabic (Saudi Arabia), Japanese |
| Exam Duration: | 100 minutes |
| Passing Score: | 700 |
| Exam Price: | $165 USD |
| Certificate Validity Period: | 1 year |
| Related Certifications: | Microsoft Certified: Azure Data Engineer Associate Microsoft Certified: Azure AI Engineer Associate |
| Recommended Training: | Course DP-100T01-A: Designing and Implementing a Data Science Solution on Azure Microsoft Learn Learning Path |
| Exam Registration: | Pearson VUE Scheduling Microsoft Learn Registration |
| 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 |
Microsoft DP-100 Practice Test Questions, Microsoft DP-100 Exam Practice Test Questions
The Microsoft DP-100: Designing & Implementing a Data Science Solution on Azure exam evaluates the skills and knowledge of the professionals in a range of technical tasks. These include training models and running experiments, setting up an Azure ML workspace, consuming and deploying models, and managing & optimizing models. This test is the only qualifying exam that leads to the Microsoft Certified: Azure Data Scientist Associate certification.
Reference: https://www.microsoft.com/en-us/learning/exam-dp-100.aspx
For more info visit:
Microsoft DP-100 Exam Reference
The dream of becoming a highly skilled data scientist can turn into a reality with the help of the Microsoft DP-100 exam. This exam tries to impart an associate-level understanding of data science and machine learning with an aim to generate a skilled workforce of data scientists.
What Next after This Certification?
The certification obtained from passing DP-100 exam is proof of intermediate skills in data science since it is within the associate hierarchy. Apart from applying for and getting a job in a preferred company, you can also expand your skills in an area of interest. With the role-based scheme, there are expert certifications awaiting you to earn. They include the Microsoft Certified: Azure Solutions Architect Expert and the Microsoft Certified: Azure DevOps Engineer Expert.
Microsoft DP-100日本語 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Optimize language models for AI applications | 25-30% | - Evaluate and improve models
|
| Explore data and run experiments | 20-25% | - Explore and visualize data
|
| Design and prepare a machine learning solution | 20-25% | - Manage compute resources
|
| Train and deploy models | 25-30% | - Train models
|
Microsoft Designing and Implementing a Data Science Solution on Azure (DP-100日本語版) Sample Questions:
注: この問題は、同じシナリオを提示する一連の問題の一部です。一連の問題にはそれぞれ、定められた目標を満たす可能性のある独自の解答が含まれています。問題セットによっては、複数の正解が存在する場合もあれば、正解がない場合もあります。
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。そのため、これらの質問はレビュー画面に表示されません。
Azure Machine Learning デザイナーを使用して、次のデータセットを実験に読み込みます。
入力データセットと同じ列とヘッダー行を持ち、両方の入力データセットのすべての行が含まれるデータセットを作成する必要があります。
解決策: 行の追加モジュールを使用します。
ソリューションは目標を満たしていますか?
- A. はい
- B. いいえ
Correct Answer: B 🗳️
注: この問題は、同じシナリオを提示する一連の問題の一部です。一連の問題にはそれぞれ、定められた目標を満たす可能性のある独自の解答が含まれています。問題セットによっては、複数の正解が存在する場合もあれば、正解がない場合もあります。
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。そのため、これらの質問はレビュー画面に表示されません。
Azure Machine Learning を使用して、分類モデルをトレーニングする実験を実行しています。
Hyperdrive を使用して、モデルの AUC メトリックを最適化するパラメータを見つけます。次のコードを実行して、実験用の HyperDriveConfig を設定します。
y_testという変数に格納され、モデルから予測された確率はy_predictedという変数に格納されます。HyperdriveがAUC指標のハイパーパラメータを最適化できるようにするには、スクリプトにログ記録を追加する必要があります。解決策：次のコードを実行してください。
ソリューションは目標を満たしていますか?
- A. はい
- B. いいえ
Correct Answer: A 🗳️
Explanation: Only visible for TrainingQuiz members. You can sign-up / login (it's free).
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、記載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もあれば、正しい解決策がない場合もあります。
このセクションの質問に回答すると、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。
複数の列に欠損値を含む数値データセットを分析しています。
機能セットの次元に影響を与えることなく、適切な操作を使用して欠損値を消去する必要があります。
すべての値を含めるには、完全なデータセットを分析する必要があります。
解決策：欠落しているデータポイントを含む列全体を削除します。
ソリューションは目標を達成していますか？
- A. はい
- B. いいえ
Correct Answer: B 🗳️
Explanation: Only visible for TrainingQuiz members. You can sign-up / login (it's free).
Azure Machine Learning Designerを使用して、トレーニングパイプラインを作成して実行します。次に、リアルタイムの推論パイプラインを作成します。
リアルタイム推論パイプラインをWebサービスとしてデプロイする必要があります。
リアルタイム推論パイプラインをデプロイする前に、何をする必要がありますか？
- A. バッチ推論パイプラインを作成します。
- B. Azure MachineLearningコンピューティングクラスターを作成します。
- C. トレーニングパイプラインのクローンを作成します。
- D. リアルタイム推論パイプラインを実行します。
Correct Answer: B 🗳️
Explanation: Only visible for TrainingQuiz members. You can sign-up / login (it's free).
外れ値を削除する前に、年齢列に外れ値が存在するかどうかを視覚的に識別し、外れ値を定量化する必要があります。
どの 3 つの Azure Machine Learning Studio モジュールを順番に使用する必要がありますか? 回答するには、適切なモジュールをモジュール リストから回答領域に移動し、正しい順序に並べます。
Correct Answer:
Explanation:
Create Scatterplot
Summarize Data
Clip Values
You can use the Clip Values module in Azure Machine Learning Studio, to identify and optionally replace data values that are above or below a specified threshold. This is useful when you want to remove outliers or replace them with a mean, a constant, or other substitute value.
References:
https://blogs.msdn.microsoft.com/azuredev/2017/05/27/data-cleansing-tools-in-azure-machine-learning/
https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/clip-values
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