Add doc for getting started with binary distribution

[flyrain]

The current doc is only for users who can compile the project. It will add more value for users don't or can't build the project, by adding doc for getting started with binary distribution. We should do that along with 1.0 release. This is pending PR #1589.

[Subham-KRLX]

I would like to work on this issue can you please assign this issue to me.

[adutra]

I would like to work on this issue can you please assign this issue to me.

It's all yours 😄