MTI 713: Advanced Statistics for Data Analysts (3 Credit Hours)
Descriptive statistics, basic inferential statistics, correlation and regression, probability and probability distributions. Bayes' theorem and introduction to Bayesian statistics. Gaussian (normal) distribution and the lognormal distribution. Sampling distributions and tests of significance. Analysis of variance. Statistical methods in data analysis. Common statistical and programming tools. Information collection and application in problem-solving processes.
- Teacher: Collins Udanor