I do not have any savings. Can I take out a loan for the deposit?

When looking to purchase a property with a mortgage, taking out a loan is not something we would recommend. 

When applying for a mortgage, the lenders look at whether you would be able to afford monthly mortgage payments. If you also have a loan to repay then this affects the mortgage affordability and your debt-to-income ratio. In most cases, this is unlikely to work.