Parametrized Models

Functions that depend on inputs and trainable parameters
- Can be very complicated.
No conceptual input between input and parameter;
- parameter is shared across training samples – generally implicit to the parameterized function
- input changes with each training sample
output goes to a Cost function to compare output against output you want