For software I really enjoy using Electrum. Its light weight and secured enough.
For hardware, Nano ledger is the way to go. Not too expensive and widely available. You can buy more than one to multiple your security.
Couldn't agree more, Electrum and Nano Ledger S are my favorites, too.
But beware of a potential scam on Android market with Electrum wallet. Only use their official releases!
As regards Nano Ledger S, it's also important to buy it from an official reseller. Otherwise, you're running a risk of losing all your coins...
Happy hodling!