Introduction to Predictive Analytics

Catalog description

Expands the basic statistical and analytics tools for developing understanding of advanced methods for data analysis and modeling, business strategy, information technology in order to develop automated structures to support decision making. Provides tools for business applications working with data, databases and reports from analytic models. Fundamentals of data analysis and inferential statistics as wells as predictive modeling techniques; including linear regression, logistic regression, decision trees, random forests, artificial neural networks and advanced issues in predictive modeling applications are covered.