Do not do that. Blockchain.info is a online wallet and it is susceptible to hacks. Never use such a wallet for storing a larger amount of Bitcoin! Have people learned nothing from the Inputs.io fiasco?

Here you can find information on what 'cold storage' is. Here is a tutorial related to it (note: I haven't watched it myself as I'm unable to at the moment).