Magnetic field gradients are spatial variations in the magnetic field strength and direction, crucial for applications like magnetic resonance imaging (MRI) where they enable spatial encoding of the signal. These gradients are generated using gradient coils and are essential for determining the spatial resolution and image quality in MRI technology.