Inference and Modeling for Data Science

Issued by Data Science at Inter American University of Puerto Rico

The earner of this badge has completed 12 hours of coursework that include 4 workshops on sample statistics with R scripts, hypothesis testing, interval estimation and uncertainty, modeling with linear and multiple regression and access to large databases of anonymous higher education student variables.

Type Validation
Level Foundational
Time Weeks

Skills

Data Science
Hypothesis Testing
Inference
Interval Estimation
Modeling
Multiple Regression
Regression Analysis

Earning Criteria

Earners completed validated homework that include modification of R script to test hypothesis, confidence interval, or develop regression model.
Earner participated in group project, analyze the problem, design and develop the project presentation with analysis, and optional participation in the research project presentation.