Blame vs Responsibility

I am wondering about blame vs self responsibility. I am aware that I think blaming myself means I am taking responsibility. I am also noticing it feels terrible to blame myself. How do I take responsibility without blaming myself? Can you explain the difference between the two and how they correlate?