Is it possible to get cash from credit card without opting for cash advance?

Yes. There is a cheaper way to get cash from credit card without opting for cash advance. You can buy 2 PayPal “My Cash” Cards with a credit card. Load each card with $500. So in total, you can load $1000 in your PayPal account. Now, transfer the amount to your bank account. You're done.

You have to pay 3.95 fee for this as opposed to 5% cash advance fee.

Yes, the process is exactly what David has explained. But, you shouldn't do it as you have to pay a fee. Save money instead.

Reading your query I feel why don't you use a debit card for the purpose? Credit cards are good undoubtedly if you manage them well. But. use debit cards for the purpose. Carry one with you.

You don't have any debit cards? Taking out money from credit card is a bad practice, it may push you into debt.