I am currently planning to take a course on artificial intelligence, there Bayes theorem is the basic. Now I tried to understand bayes theorem so many times. But to understand that I have to understand conditional probability, joint probability and total probability. So can anyone answer my following questions in a simplest way?
What is difference between conditional probability and joint probability? I would be glad if someone can explain intuitively in real life problems and mathematically also.
What is Total probability?
Explain bayes theorem in simple logic and where I can use them? Real life examples would be better....