This feature is available with Deezer Premium+

Once the app is installed, click on the download/sync icon next to the track or album or playlist you want to download. When the icon turns green this means the album or playlist has been downloaded to the mobile device and can be listened to offline (without a mobile data connection or Wi-Fi connection).