Some more theoretical stuff, this time with the accent on theorems and all the more mathsy parts. All super useful.
Code for this section is also provided (on top of being the pages) in the form of notebooks here.
{% page-ref page="the-bayes-theorem.md" %}
{% page-ref page="the-law-of-large-numbers.md" %}
{% page-ref page="the-central-limit-theorem.md" %}
{% page-ref page="the-maximum-likelihood-maximum-a-posteriori-and-expectation-maximisation-estimation-methods.md" %}
{% page-ref page="propagation-of-uncertainty.md" %}
{% page-ref page="monte-carlo.md" %}