The following pages describe the theory behind theory driven data science.
The Fifth Paradigm
This page provides an introduction to the concept of the fifth paradigm as it pertains to theory driven data science. Data science is an “atheoretical” discipline, which means “without theory.” Understanding the “Physics of Living Systems” leads to more accurate models and may provide a greater benefit in some instances than simply developing more accurate machine learning models.