PyMC-Marketing is a library for the Python open-source developed by PyMC Labs, which transforms the way data scientists and marketing analysts deal with the optimization of their ad campaigns. Built on PyMC (see my article on the major update of…
Recently, I have set up a local AI in order to end my subscription that I had first with OpenAI, and then with Perplexity. More than a simple AI conversational style, the idea was to set up an agent (Hermes…
In statistics, there are a multitude of paradoxes; These strange situations that challenge our intuition. Simpson’s paradox is probably the best known, often encountered and certainly one of the most intriguing. Described in 1903 by Yule, Simpson’s paradox also called…
Throughout my studies in psychology, teachers continuously repeat the sentence that now has became a dogma: Correlation is not Causation! Apart from this mantra, we had no more information on what is causality and how to identify it. At least,…
PYMC received a major update: version 6.0., but not only! All the ecosystem around this package (Pytensor, Arviz, and more) benefited from a major update. Let’s see what’s new in the different areas: Backend Pytensor also received a major update…
In January, the Food and Drugs Agency (FDA) has evolved into acceptance and even in some cases a recommendation (!) of the use of Bayesian statistics in the evaluation of devices and medical treatments (see the press release for more…
