How can you overcome regret?

I have unfortunately done something I regret very much. Something that has changed me and something I wish wouldn’t have happened this way. I feel bad and I dislike myself for this. I wish I could turn back time and redo it all.
How can I feel better and overcome this and feel good again?

Any experience and advice is very welcomed.