Is it a good option to do PGPM from a college which is not recognised. What value does recognition holds in a degree?

The most important thing for a PGPM/MBA is the track record or reputation of the Institute. A PGPM or a MBA degree will value most if done from such colleges. So do target only recognised colleges. it will help you not only in the short term but also long term