GLM Modeling ★★★★ Master Level
Generalized linear models (GLMs): probably without every realizing it, they drive some of our most important decisions in life. Your insurance premium, your credit card limit or your mortgage loan, are likely all influenced by GLMs determining the risk for the company, and there also indicating the prices that are set. But as advanced statistical models, GLMs are also used in many other fields besides Risk Modeling. As an expert in Data Science these techniques should definitely be in your modeling tool set.
Machine Learning & Statistics
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- Intuition and conceptual knowledge of how GLMs work
- Guidelines to interpret and validate output of GLMs
- Hands-on coding experience with applying several GLMs
- Application of GLMs within use cases for different fields of practice, for example in Risk