Course Outline

Introduction

Stata and Big Data

  • What is Stata?
  • Stata syntax and commands

Preparing the Development Environment

  • Installing and configuring Stata

Datasets and Data

  • Opening and cleaning datasets
  • Compressing datasets
  • Importing and exporting datasets
  • Viewing, describing, and summarizing raw data
  • Using tabulations and tables
  • Working with distributional analysis
  • Implementing variables for data manipulation
  • Saving data
  • Working with commands

Graphing in Stata

  • Using plots, charts, and graphs
  • Working with distributional analysis in graphing
  • Styling and combining graphs

Statistics and Regression

  • Using bivariate correlation and regression
  • Working with OLS regression, logits, and probits
  • Using interactive effects in regression models

Summary and Conclusion

Requirements

  • A basic understanding of data science

Audience

  • Data Analysts
 14 Hours

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