An overview of some under-utilized statistical modeling concepts and methods from an experienced data scientist — When data science is discussed today, it’s typically about the latest and greatest deep learning or machine learning algorithm. But often on a data scientist’s journey to create a state-of-the-art solution, they fail to grasp several key concepts and practices that underpin their work’s success.