This unit introduces the basic ideas and methods of Probability. Some familiarity with calculus is needed. Probability is an everyday concept of which most people have only a vague intuitive ...

Probability theory forms the mathematical backbone for quantifying uncertainty and random events, providing a rigorous language with which to describe both everyday phenomena and complex scientific ...

Explain why probability is important to statistics and data science. See the relationship between conditional and independent events in a statistical experiment. Calculate the expectation and variance ...