Fekky said he wanted to learn farming in the UK and abroad, with hopes for a farm shop, glamping and a pub.
"Hopefully within the next few years, it'll be Fekky's Farm. Clarkson's got to get out of the way for a minute and give me a go," he joked.
He hopes his move inspires others from a similar background to think about different career paths.
"I feel like when you grow up in areas like mine, you're under a lot of peer pressure to follow the crowd. People think, 'Oh, be a footballer or be a rapper or whatnot'.
"These are like the cliche ways to get out and I want the youth to learn before I did.
"I got into a lot of trouble when I was younger. It took me a long time to get to this place where I am now, where I'm living in peace and enjoying myself.
"I'm hoping that people are watching me and thinking 'If Fekky's doing it and he's like the hardcore rapper and now's on a farm, I can do it'."
A spokesperson for the National Farmers' Union said: "With the average age of a farmer in the UK at 59, we need to bring younger people from a diverse range of backgrounds to give farming a positive future.
"We are positioned better than any other industry to really be at the forefront of the climate emergency action that's happening, in terms of reducing carbon emissions with things like sequestering carbon.
"To achieve these things, we need a younger generation of people coming through who have a massive passion for this."