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Reference: https://www.microsoft.com/en-us/learning/exam-70-774.aspx
| Section | Objectives |
|---|---|
| Operationalize and Manage Azure Machine Learning Services | - Manage ML projects and workspaces - Deploy models using Azure ML - Consume ML models - Consume related Cognitive Services APIs |
| Prepare Data for Analysis in Azure Machine Learning | - Import and export data to/from Azure ML - Explore and summarize data - Perform feature engineering - Cleanse data for Azure ML |
| Use Other Services for Machine Learning | - Perform database analytics using SQL Server R Services - Build/use neural networks (Microsoft Cognitive Toolkit) - Perform data sciences at scale via HDInsight - Streamline development with existing resources |
| Develop Machine Learning Models | - Validate models - Select appropriate algorithm/method - Initialize and train models |
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