To set up your new Trezor hardware wallet, visit Trezor Start. You will find instructions to download the Trezor Suite app, connect your device, manage your cryptocurrency, and ensure security through features like transaction verification and hidden wallets. The page also offers guidance on earning through staking, using the mobile app for tracking, and enhancing privacy with tools like Tor.