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Designing and Implementing a Data Science Solution on Azure valid practice questions & DP-100 exam pdf torrent & Designing and Implementing a Data Science Solution on Azure latest study dumps
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The Designing and Implementing a Data Science Solution on Azure (DP-100) exam questions are the real, valid, and updated DP-100 Exam Questions that are specifically designed for quick and complete DP-100 exam preparation. With CertkingdomPDF Designing and Implementing a Data Science Solution on Azure (DP-100) practice test questions you can start Microsoft DP-100 exam preparation immediately.
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Microsoft DP-100 certification exam is a comprehensive assessment of the candidate's knowledge and expertise in the field of data science. DP-100 exam covers a wide range of topics, including data exploration and preparation, modeling, feature engineering, training and tuning models, and deploying and managing models in Microsoft Azure. DP-100 Exam is designed to test the candidate's ability to design and implement data science solutions using Microsoft Azure data services, including Azure Machine Learning, Azure Databricks, and Azure HDInsight.
Microsoft Designing and Implementing a Data Science Solution on Azure Sample Questions (Q462-Q467):
NEW QUESTION # 462
You create an Azure Machine Learning pipeline named pipeline 1 with two steps that contain Python scnpts. Data processed by the first step is passed to the second step.
You must update the content of the downstream data source of pipeline 1 and run the pipeline again.
You need to ensure the new run of pipeline 1 fully processes the updated content.
Solution: Change the value of the compute.target parameter of the PythonScriptStep object in the two steps.
Does the solution meet the goal'
- A. Yes
- B. No
Answer: B
NEW QUESTION # 463
You need to configure the Feature Based Feature Selection module based on the experiment requirements and datasets.
How should you configure the module properties? To answer, select the appropriate options in the dialog box in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation
Box 1: Mutual Information.
The mutual information score is particularly useful in feature selection because it maximizes the mutual information between the joint distribution and target variables in datasets with many dimensions.
Box 2: MedianValue
MedianValue is the feature column, , it is the predictor of the dataset.
Scenario: The MedianValue and AvgRoomsinHouse columns both hold data in numeric format. You need to select a feature selection algorithm to analyze the relationship between the two columns in more detail.
References:
https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/filter-based-feature-selection
NEW QUESTION # 464
You register a model in an Azure Machine Learning workspace by running the following code:
You are creating a scoring script to use in a real-time service for the model.
You need to write code in the scoring script to set the path of the registered model so that it can be loaded by the service. You include the necessary import statements.
Which code segment should you use?
- A. path = ws.models('loan_model')
- B. path = 'outputs/model.pkl'
- C. path = 'model.pkl'
- D. path = Model.get_model_path('loan_model')
Answer: D
NEW QUESTION # 465
You need to select a feature extraction method.
Which method should you use?
- A. Spearman correlation
- B. Mann-Whitney test
- C. Pearson's correlation
- D. Mutual information
Answer: A
Explanation:
Explanation
Spearman's rank correlation coefficient assesses how well the relationship between two variables can be described using a monotonic function.
Note: Both Spearman's and Kendall's can be formulated as special cases of a more general correlation coefficient, and they are both appropriate in this scenario.
Scenario: The MedianValue and AvgRoomsInHouse columns both hold data in numeric format. You need to select a feature selection algorithm to analyze the relationship between the two columns in more detail.
References:
https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/feature-selection-modules
NEW QUESTION # 466
You are running a training experiment on remote compute in Azure Machine Learning.
The experiment is configured to use a conda environment that includes the mlflow and azureml-contrib-run packages.
You must use MLflow as the logging package for tracking metrics generated in the experiment.
You need to complete the script for the experiment.
How should you complete the code? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation
Box 1: import mlflow
Import the mlflow and Workspace classes to access MLflow's tracking URI and configure your workspace.
Box 2: mlflow.start_run()
Set the MLflow experiment name with set_experiment() and start your training run with start_run().
Box 3: mlflow.log_metric(' ..')
Use log_metric() to activate the MLflow logging API and begin logging your training run metrics.
Box 4: mlflow.end_run()
Close the run:
run.endRun()
Reference:
https://docs.microsoft.com/en-us/azure/machine-learning/how-to-use-mlflow
NEW QUESTION # 467
......
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