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Course Outline
Introduction
Stata and Big Data
- Overview of Stata
- Syntax and command structure
Setting Up the Development Environment
- Installation and configuration of Stata
Datasets and Data Management
- Opening and cleaning datasets
- Compressing data files
- Importing and exporting data
- Viewing, describing, and summarizing raw data
- Utilizing tabulations and tables
- Performing distributional analysis
- Creating variables for data manipulation
- Saving data securely
- Executing core commands
Graphing in Stata
- Creating plots, charts, and graphs
- Applying distributional analysis to visualizations
- Styling and combining multiple graphs
Statistics and Regression
- Analyzing bivariate correlation and regression
- Working with OLS regression, logit, and probit models
- Incorporating interactive effects in regression models
Summary and Conclusion
Requirements
- Foundational knowledge of data science concepts.
Target Audience
- Data Analysts
14 Hours
Testimonials (1)
Data management, reporting and statistics concepts.