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Reference: https://www.microsoft.com/en-us/learning/exam-70-773.aspx
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| Section | Objectives |
|---|---|
| Build and evaluate predictive models | - Feature engineering in R - Model training and validation - Regression and classification models |
| Perform data analysis with R | - Work with large datasets - Apply statistical methods in R - Descriptive statistics and exploratory data analysis |
| Integrate R with Microsoft data platforms | - Use R with SQL Server - Use R in Azure Machine Learning environments |
| Prepare and clean data for analysis | - Clean and preprocess datasets - Handle missing and inconsistent data - Import and transform data using R |
| Visualize and communicate results | - Reporting and dashboards - Data visualization with R packages (ggplot2, etc.) |
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