Foundations of Data and Models

The "Foundations of Data and Models: Regression Analytics" training program is designed to provide participants with a solid understanding of the fundamental concepts and techniques used in regression analysis. The program will cover the theory and practical applications of various regression models, including linear and nonlinear regression, as well as advanced techniques such as regularization and model selection.

• Understand the theory and assumptions underlying different types of regression models
• Learn how to fit, interpret, and evaluate regression models using real-world data
• Gain hands-on experience with popular software tools for regression analysis
• Develop the ability to critically evaluate the assumptions and limitations of regression models
• Learn how to use regression models to make predictions and draw inferences about relationships between variables

• Professionals interested in learning regression analysis
• Data analysts
• Statisticians
• Data scientists
• Researchers