Statistical Foundations for Data Science
Students in this course receive an overview of statistical methods from an experimental design perspective. Students will review statistical sampling, T-tests, Analysis of Variance, Linear Regression and other skills. Rather than calculations, the course focuses on interpretation, analysis and communication of the results and ethics of statistical analysis.
Experimental Design, Statistical Sampling, T-tests, Analysis of Variance, Linear Regression, Diagnostics and Checks for Statistical Methods, Interpretation and Communication of Results (both oral and written), Ethics of Statistical Analysis
- SAS, R