Equation
A statement that two expressions are equal.
- Solve = find variable values that make sides equal.
- Linear loss equations underlie supervised learning.
- Operations applied to both sides preserve equality.
When to use: Defining losses, constraints, model specs.
Example: Solve 2x + 3 = 11: subtract 3 → 2x = 8 → divide by 2 → x = 4.