Strain is defined as the ratio of change in dimension of a body to the original dimension. E.g. longitudinal strain is defined as the ratio of change in length to the original length.
Longitudinal strain=Change in lengthOriginal length
Since it is a ratio of two quantities having the same dimension, strain is a unitless quantity.