Can I sue an online trading company after making a huge loss of money?

I have not done any trading online before. However, I found one company that is recommended by the UAE government that I contacted online and I was called shortly after that and trading started.

I had no education on what is going on and my account manager was the one who tells me what to do, like close trade, open trade, buy or sell and how many lots to put. I lost approx. AED 70000 in 6 days.

Do I have a case and can I retrieve my money back?