Calculus for ML Checkpoint

1. The derivative of x^2 is:

2x x 2 x^2

2. The gradient of a function points in the direction of:

Steepest increase Steepest decrease Zero change Random direction

3. The chain rule is used when:

Functions are composed Functions are added Functions are multiplied Functions are divided

4. What is the derivative of e^x?

5. A partial derivative means:

Derivative w.r.t. one variable, others held constant Half of the derivative Incomplete derivative Derivative of a fraction