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Statistical inference is the process of drawing conclusions from data. Students gain a foundation in probability, descriptive statistics, sampling methods, normal distributions, Poisson distributions, and sampling distributions, as well as one-sample and two-sample statistical inference procedures...

Predictive analytics is a process of using and applying statistical analysis techniques for estimation and forecasting. Students learn standard methodology for analyzing quantitative data, including analysis of variance, design of experiments, simple regression, multiple regression, data...

Predictive Analytics is a process of using and applying statistical analysis techniques for estimation and forecasting. Students learn standard methodology for analyzing categorical data including chi-square tests for two-way and multi-way contingency tables, logistic regression, and Poisson...

A core requirement in data analytics is the classification of a large group of records (items or objects) into different subgroups based on statistical criteria. The classification can be made easier if the number of dimensions of the data used is reduced. Students learn a number of techniques in...

Following dimension reduction and standard techniques of classification, situations arise where more advanced techniques are called for. Students learn the various multivariate techniques for classifying objects or cases into several groups. Density-based and centroid-based clustering, hierarchical...

Students are guided to apply their skills in a capstone project. Depending on the nature of the project, students demonstrate their ability to handle data by taking it through the life cycle of the data analytics process from acquisition through analysis to presentation of results.Registration in...

Students are introduced to core concepts and principles that are foundations in applied social sciences and humanities. Emphasis is placed on the interdisciplinary nature of social knowledge through overviews of key disciplines, such as psychology, sociology, political science, geography, philosophy...

Students design an e-portfolio documenting the achievements, knowledge, and skills acquired throughout the program. The aim of the e-portfolio is to showcase students' work tailored to their career goals and professional identity. Consultation with the instructor to review the status of the...