The Biology of a Machine Learning Model

A machine learning model is a system. Like biological systems, machine learning models have inputs, outputs, and structure. Data flows through them like food and energy flow through our bodies. However, one question is often unclear: what are the body parts to the machine learning body? If you decompose the machine learning sprain, how could you study it in a way that helps you understand how the full system is working? This discussion looks at components of a machine learning model, which is useful for producing different kinds of explanations and visualizations other machine learning model dash, to help us understand the biology or life of how these models are working.