Available only via Ecampus.

Certificate Code: CG17

• Describe and apply the basic principles of statistical inference and commonly used statistical models, machine-learning tools, and database tools.
• Select appropriate statistical and computational methods and apply analytical skills to effectively summarize, visualize, and make valid inferences from data.
• Fit and evaluate simple and multivariate linear regression models and generalized linear models.
• Perform appropriate analyses on time-series data and multidimensional data.
• Communicate quantitative results to individuals who may not have expertise in either statistics or computer science.
• Articulate principles of statistical and data ethics.

Certificate Code: CG17