Toddler tantrums

DD is 14 months and her tantrums are horrible! She cries hysterically when she doesn't get what she wants. Then cries until someone picks her up. I try to ignore her or distract her but nothing seems to be working. I feel horrible yelling at her too. Anyone else going through this? If so, what is helping?