Stata: Beginner to Advanced Training Course
Stata is a general-purpose software package, written in C, designed for data analysis in fields such as economics, sociology, biomedicine, and more. It enables users to efficiently process and interpret large datasets for various use cases.
This instructor-led live training, available both online and onsite, is specifically designed for data analysts looking to harness the power of Stata for large-scale data analysis.
Upon completion of this training, participants will be equipped to:
- Develop statistical models to predict key variables and significant events.
- Produce descriptive visualizations, summary tables, frequency counts, and additional analytical outputs.
- Effectively manage and structure large datasets to prepare them for comprehensive analysis.
Course Format
- Engaging interactive lectures and group discussions.
- Extensive exercises and practical application sessions.
- Hands-on implementation within a live lab environment.
Customization Options
- For organizations seeking a tailored training experience, please reach out to us to discuss customization options.
Course Outline
Introduction
Stata and Big Data
- Understanding what Stata is.
- Exploring Stata syntax and commands.
Preparing the Development Environment
- Installing and configuring Stata.
Datasets and Data Handling
- Opening and cleaning datasets.
- Compressing datasets.
- Importing and exporting datasets.
- Viewing, describing, and summarizing raw data.
- Utilizing tabulations and tables.
- Conducting distributional analysis.
- Implementing variables for data manipulation.
- Saving data.
- Working with commands.
Graphing in Stata
- Using plots, charts, and graphs.
- Conducting distributional analysis in graphing.
- Styling and combining graphs.
Statistics and Regression
- Applying bivariate correlation and regression.
- Working with OLS regression, logits, and probits.
- Utilizing interactive effects in regression models.
Summary and Conclusion
Requirements
- A foundational understanding of data science principles.
Target Audience
- Data Analysts
Need help picking the right course?
southafrica@nobleprog.co.za or +27 (0)10 005 5793
Stata: Beginner to Advanced Training Course - Enquiry
Testimonials (1)
Data management, reporting and statistics concepts.
Dumisani - Interfront SOC Ltd
Course - Stata: Beginner to Advanced
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