Exam Name: Perform Cloud Data Science with Azure Machine Learning
Certification Provider: Microsoft
Corresponding Certification: MCSA-Machine Learning
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Microsoft 070-774 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Develop Machine Learning Models | - Select appropriate algorithm/method - Initialize and train models - Validate models |
| Topic 2: Prepare Data for Analysis in Azure Machine Learning | - Explore and summarize data - Cleanse data for Azure ML - Perform feature engineering - Import and export data to/from Azure ML |
| Topic 3: Use Other Services for Machine Learning | - Build/use neural networks (Microsoft Cognitive Toolkit) - Perform data sciences at scale via HDInsight - Perform database analytics using SQL Server R Services - Streamline development with existing resources |
| Topic 4: Operationalize and Manage Azure Machine Learning Services | - Consume ML models - Consume related Cognitive Services APIs - Deploy models using Azure ML - Manage ML projects and workspaces |
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