What factors provide important information to predict future sales figures of a company? Students in this class will learn key techniques used in building predictive models. This involves among other concepts, ideas such as feature selection and engineering, best practices on data pre-processing for numeric and categorical features, and various...
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MTH 2310, Statistics I
Traditional Campus, Northwood University.
In this class, students learn about the introductory techniques of statistical data analysis. Topics covered include descriptive statistics, basic probability concepts to include applications of standard discrete and continuous probability distributions to statistical inferences, as well as inferential techniques for making generalizations about a target populations.
BDA 650, Introduction to Data Analytics
At Devos Graduate School, Northwood University
I will be teaching BDA 650 Introduction to Data Analytics at the Devos School of graduate studies this Fall (2020). Click here to view the Devos School Website.
MTH 4100, Data Mining for Business Decisions
Traditional Campus, Northwood University.
Extracting nuggets of actionable insights from large databases has become an indispensable undertaking for businesses striving to in fiercely competitive ecosystem. In MTH 4100, my students learn methods of descriptive and predictive data mining for analyzing structured and unstructured data sets.