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Microsoft DP-100
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Microsoft DP-100 Questions and Answers
You create a binary classification model using Azure Machine Learning Studio.
You must use a Receiver Operating Characteristic (RO C) curve and an F1 score to evaluate the model.
You need to create the required business metrics.
How should you complete the experiment? To answer, select the appropriate options in the dialog box in the answer area.
NOTE: Each correct selection is worth one point.
You use differential privacy to ensure your reports are private. The calculated value of the epsilon for your data is 1.8. You need to modify your data to ensure your reports are private. Which epsilon value should you accept for your data?
You develop and train a machine learning model to predict fraudulent transactions for a hotel booking website.
Traffic to the site varies considerably. The site experiences heavy traffic on Monday and Friday and much lower traffic on other days. Holidays are also high web traffic days. You need to deploy the model as an Azure Machine Learning real-time web service endpoint on compute that can dynamically scale up and down to support demand. Which deployment compute option should you use?
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The DP-100 validates your ability to design, implement, and manage machine learning solutions using Microsoft Azure.
Data scientists with experience in Python and ML frameworks (Scikit-learn, PyTorch, TensorFlow) who want to build and operate cloud-based ML solutions.
While no formal prerequisites exist, experience with Python, ML fundamentals, and basic Azure experience is recommended.
The exam covers designing ML solutions, configuring Azure Machine Learning Workspace, experimenting with Azure ML, optimizing model training, managing and reviewing models, and deploying/consuming models.
The exam is typically a proctored online format with multiple-choice, multiple-answer, and case study-based questions.
The exam duration is typically around 150 minutes.
The DP-100 certification is currently valid for three years.
Yes, you need to retake the exam or pass a renewal assessment within the three-year validity period to maintain your certification status.
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TESTED 29 Jun 2024
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