Welcome to Android Central! Were you able to connect other devices to your phone's hotspot before you changed the SSID and password? If so, then make sure you forget the network on the devices you're using to try to connect to the hotspot, then connect again and enter the correct password.
If it has never worked for you, then are you sure your data plan includes hotspot usage? It usually requires an extra fee (or more expensive plan).