There are direct trains from Guangzhou to Jinan. And also, you can take train to Shanghai first and then to Jinan after visiting Shanghai. For train tickets reservation, you can make an online booking on the website. Several direct flights are available from Jinan to Guangzhou, and you can check Guangzhou Flights(https://www.travelchinaguide.com/china-flights/guangzhou.htm) for details.