Classical Probability is based on equally likely outcomes (i.e., all outcomes are equally probable), while Conditional Probability is the probability of an event occurring given that another event has already occurred. The key difference is that Classical looks at all possible outcomes equally, while Conditional focuses on a subset of outcomes based on additional information.