Microsoft DP-100 Practice Exams : Oppdaterte spørsmål
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Microsoft DP-100 Practice Exams : Oppdaterte spørsmål
This Exam DP-100: Designing and Implementing a Data Science Solution on Azure is for candidates who wish to become Azure Data Scientist Associate. Så, one must qualify DP-100 exam to acquire this certification.The Azure Data Scientist applies their knowledge of data science and machine learning to implement and run machine learning workloads on Azure; spesielt, using Azure Machine Learning Service.
Responsibilities for this role include planning and creating a suitable working environment for data science workloads on Azure. You run data experiments and train predictive models. I tillegg, you manage, optimize, and deploy machine learning models into production.
Exam Topics covered as per syllabus DP-100 exam Certification questions :
Manage Azure resources for machine learning (25–30%)
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Create an Azure Machine Learning workspace
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Manage data in an Azure Machine Learning workspace
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Manage compute for experiments in Azure Machine Learning
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Implement security and access control in Azure Machine Learning
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Set up an Azure Machine Learning development environment
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Set up an Azure Databricks workspace
Run experiments and train models (20–25 %)
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Create models by using the Azure Machine Learning designer
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Run model training scripts
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Generer beregninger fra en eksperimentkjøring
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Use Automated Machine Learning to create optimal models
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Tune hyperparameters with Azure Machine Learning
Deploy and operationalize machine learning solutions (35–40%)
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Select compute for model deployment
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Deploy a model as a service
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Manage models in Azure Machine Learning
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Create an Azure Machine Learning pipeline for batch inferencing
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Publish an Azure Machine Learning designer pipeline as a web service
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Implement pipelines by using the Azure Machine Learning SDK
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Apply ML Ops practices
Implement responsible machine learning (5–10%)
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Use model explainers to interpret models
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Describe fairness considerations for models
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Describe privacy considerations for data
Jeg har forberedt dette praksistestkurset for alle disse candidates who are planning of taking DP-100 exam i nær fremtid.
Dette er et uoffisielt kurs, og dette kurset er ikke tilknyttet, lisensiert eller varemerket med Microsoft på noen måte.
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