Conjugate Prior Explained

with examples and proofs

1. What is Prior?

Prior probability is the likelihood of an event occurring before we see the evidence (data).
In Bayesian Inference, the prior is our first estimate of probability based on what we know now, before additional evidence (new data) becomes available.

2. What is Conjugate Prior?

Conjugate prior cannot be understood unless one is familiar with Bayesian inference.