In summary, the expectation maximization algorithm alternates between the steps of guessing a probability distribution over completions of missing data given the current model (known as the E-step ...

A coin also has a uniform distribution expectation because the odds of getting either heads or tails is the same. A uniform distribution can be visualized as a straight horizontal line.