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Lectures

The state of AI in 2024
What kind of job in AI with a PhD in maths?

We can find below the slides of the lecture ‘The state of AI in 2024’ by François Friggit Data Scientist and former trader.

Analytic approach in Machine Learning

We can find below the slides of the lecture ‘Analytic approach in Machine Learning’ by Yury Korolev from Bath university in United Kingdom.

Conditional expectation from classical case to Riesz Spaces

We can find below the slides of the lecture series ‘Conditional expectation from classical case to Riesz Spaces’ presented by P. Bruce A. Watson and P. Wen-Chi Kuo from the University of the Witwatersrand in South Africa.

Vector Lattices with a View to Applications in Stochastics

We can find below the slides of the lecture series ‘Vector Lattices with a View to Applications in Stochastics’ presented by P. Bruce A. Watson and P. Wen-Chi Kuo from the University of the Witwatersrand in South Africa.

Python

This lab session is partly inspired by the one given by Amic Frouvelle from the University of Paris Dauphine. You can find Amic Frouvelle’s excellent page here.

Below, you can find the first lab session and the database used.

The Jupyter Notebook File