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Microsoft DP-100 is an associate-level certification exam. It can be taken as a proctored test if this option is available in your country. If it’s not, you can sit for it as an online exam at one of the Pearson VUE testing centers across the world. You should check the official webpage for more information about scheduling this exam.
When you are ready for this test, you have to pay $165 as a registration fee, which applies to a single delivery of the exam. You can take it in English, Korean, Japanese, or Simplified Chinese. Microsoft DP-100 contains 40-60 questions that cover different types, such as drag and drop, multiple choice, active screen, build list, short answer, best answer, and case studies, among others. If you want to pass this test on the first try, you should get 720 points on a scale of 100-1000.
In addition, Microsoft recommends that the candidates for the DP-100 exam take online courses to adequately prepare for their test. You can find the following learning paths on the official certification webpage:
Reference: https://www.microsoft.com/en-us/learning/exam-dp-100.aspx
| Section | Objectives |
|---|---|
| Deploy and consume models | - Deploy models to endpoints - Monitor deployed models and endpoints |
| Explore and analyze data | - Ingest and prepare data for modeling - Perform exploratory data analysis |
| Train machine learning models | - Train models using Azure Machine Learning - Tune hyperparameters and evaluate models |
| Optimize and manage models | - Improve model performance - Track experiments and manage model lifecycle |
| Design and prepare a machine learning solution | - Manage compute and data assets - Plan and configure Azure Machine Learning workspace - Select appropriate Azure services for machine learning workloads |
Azure Machine Learning ワークスペースがあり、ローカルコンピューターで実験を実行しています。
ローカル実験実行からのメトリックと成果物をワークスペースに保存するには、MLflow Tracking を使用する必要があります。
どの順序でアクションを実行すればよいですか? 回答するには、すべての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。
Correct Answer:

Explanation:
Azure Machine Learning ワークスペースがあり、ローカルコンピューターで実験を実行しています。
Azure Machine Learning Python SDK v2 で MLflow Tracking を使用して、ローカル実験実行からのメトリックと成果物をワークスペースに保存できることを確認する必要があります。
どの順序でアクションを実行すればよいですか? 回答するには、すべての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。
Correct Answer:

Explanation:
Azure Machine Learning ワークスペースを管理しています。scriptpy という Pylhon スクリプトは、training_data という引数を読み取ります。trainlng.data 引数は、datasetl というファイル内のトレーニングデータへのパスを指定します。
csv。
機械学習モデルをトレーニングするコマンド ジョブとして scriptpy Python スクリプトを実行する予定です。
スクリプトをトレーニング ジョブとして送信するときに、データ スクリプトのパスをパラメーター値として渡すコマンドを指定する必要があります。
解決策: python script.py -training_data ${{inputs,training_data}}
ソリューションは目標を満たしていますか?
Correct Answer: B 🗳️
デザイナを使用して、分類モデルのトレーニングパイプラインを作成します。パイプラインは、モデルのトレーニングに必要な機能とラベルを含むデータセットを使用します。
トレーニングパイプラインからリアルタイムの推論パイプラインを作成します。生成されたWebサービス入力のスキーマがデータセットに基づいており、モデルが予測するラベル列が含まれていることがわかります。サービスを使用するクライアントアプリケーションは、この値を送信する必要はありません。
要件を満たすために、推論パイプラインを変更する必要があります。
あなたは何をするべきか?
Correct Answer: D 🗳️
Explanation: Only visible for Prep4away members. You can sign-up / login (it's free).
あなたは、画像分類のための深い畳み込みニューラルネットワーク(CNN)を構築するデータサイエンティストです。
構築したCNNモデルは、過剰適合の兆候を示しています。
過剰適合を減らし、モデルを最適な適合に収束させる必要があります。
実行すべき2つのアクションはどれですか?それぞれの正解は完全な解決策を提示します。
注:それぞれの正しい選択には1ポイントの価値があります。
Correct Answer: A,B 🗳️
Explanation: Only visible for Prep4away members. You can sign-up / login (it's free).
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