Introduction
==================

Metrics
----------------

* **Expected value/Espérance**: Noted :math:`\mathbb{E}[X]`, is a **theorical value**. For example, when playing coin
  flipping, the expected value for getting heads or tails is 0.5.

Variance
^^^^^^^^^^^^^^

Variance can be seen as the expected squared deviation from the mean of a random variable :math:`X`.