Hi Mehrdad,
There’s some difference in meaning between them, and also a difference in their typical context. They both have to do with over-confidence and egos that are too large, but cocky has more of an association with boasting, where conceited is usually quieter and more internal. Cocky is the term used more for (especially young) men. Conceited is mostly associated with women of different ages.