I believe there will be so many options available online which can provide you a loan. You just need to research on Google, and I'm sure you will have pretty much options.
Some banks would refuse if your credit score is bad, but some not. There are some services that offer good loans (and also big ones) if your credit score is bad, for example I know that this is a reliable service. So no worries, you can still get it.
It is the same problem with the job, a lot of people are scared to take a loan when they don't have a job, but again, some bank would prefer not to risk, but others would easily give you loans even if you don't have a job, or you have other circumstances.