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Microsoft DP-100 Exam Preparation

Exam Name: Designing and Implementing a Data Science Solution on Azure

110 Total Questions
Aug 19, 2019 updated
  • Exam Code: DP-100
  • Certification Provider: Microsoft
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110 Total Question Aug 19, 2019 Updated
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Microsoft Designing and Implementing a Data Science Solution on Azure Exam Details
Technology Microsoft Azure
Audience Azure Administrators
Related Certification(s) Microsoft Azure Data Scientist Associate Certification

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Microsoft DP-100 Exam Major Topics

  • Define And Prepare The Development Environment/ Select Development Environment
  • Assess The Deployment Environment Constraints/ Select The Development Environment Analyze And Recommend Tools That Meet System Requirements/ Set Up Development Environment Create An Azure Data Science Environment/ Configure Data Science Work Environments
  • Transform Data Into Usable Datasets/ Develop Data Structures/ Perform Exploratory Data Analysis (Eda)
  • Review Visual Analytics Data To Discover Patterns And Determine Next Steps/ Design A Data Sampling Strategy
  • Design The Data Preparation Flow/ Identify Anomalies, Outliers, And Other Data Inconsistencies
  • Resolve Anomalies, Outliers, And Other Data Inconsistencies/ Standardize Data Formats/ Perform Feature Extraction Algorithms On Numerical Data/ Perform Feature Extraction Algorithms On Non-Numerical Data
  • Select An Algorithmic Approach/ Consider Data Preparation Steps That Are Specific To The Selected Algorithms
  • Determine Appropriate Performance Metrics/ Implement Appropriate Algorithms
  • Determine Ideal Split Based On The Nature Of The Data/ Determine Number Of Splits/ Identify Data Imbalances
  • Determine Relative Size Of Splits/ Resample A Dataset To Impose Balance/ Adjust Performance Metric To Resolve Imbalances

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