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Reference: https://www.microsoft.com/en-us/learning/exam-70-773.aspx
| Section | Weight | Objectives |
|---|---|---|
| Manage Data Sets | 20% | - Handle large datasets beyond memory - Transform and clean data - Read and write data using Microsoft R Server |
| Deploy and Operationalize R Solutions | 15% | - Integrate R with SQL Server R Services - Manage scalable analytics workflows - Run R scripts in Hadoop/Spark environments |
| Explore and Visualize Data | 20% | - Perform exploratory data analysis - Create visualizations using R and RevoScaleR - Summarize and aggregate data |
| Build Statistical and Machine Learning Models | 25% | - Process text data with RML packages - Train linear and generalized linear models - Use partitioning and parallelized models |
| Evaluate and Optimize Models | 20% | - Assess model performance - Tune model parameters - Optimize R scripts for scale and speed |
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