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Set: Machine Learning





Creation of a tool to model longevity risk
13 Mar 2025 /
By Greta Guzman /
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Year 4 Industrial Innovation Project (PI²4) in the ESILV engineering curriculum, 2023-2024. Moneom’s aim is to make property financial through property stripping and crowdfunding. One of the products marketed will be based on life annuities. To achieve this, the students will use an existing Excel model (with code) to modernise it. This model incorporates numerous […]


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Analysis of cybersecurity articles with NLP and ML
13 Mar 2025 /
By Greta Guzman /
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Year 4 Industrial Innovation Project (PI²4) in the ESILV engineering curriculum, 2023-2024. Article collection: assemble a large collection of relevant articles on cybersecurity from different sources such as specialist blogs, security reports, technology news, etc. Learning base: build a robust and diverse database by extracting key information from the articles collected. This involves storing articles […]


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#PI²4 Creation of an Online Platform for Data Dissemination
03 Oct 2022 /
By Carmina Marcarian /
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PI²4 2021-2022: Industrial Innovation Project for the 4th year of the engineering curriculum ESILV ► https://bit.ly/2NtRKuL Our project in partnership with the Laboratoire National de Métrologie et d’Essais (LNE) consists of the realization of an online platform for data diffusion. This platform will have 2 main uses: – The first will be to upload a […]


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Robocar: Autonomous mini-car powered by a camera
10 May 2021 /
By Jonathan Riquier /
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5-th year project 2020-2021 • ESILV • PI²5 ►https://bit.ly/2L323US​ This project, carried out in partnership with the company Axionable, consists of creating a model autonomous car to participate in the Robo Racing League organised by Renault Digital. These are monthly races in which the vehicles must complete laps of a track marked by white lines […]


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AI: Regime Switching Models in Finance
20 Sep 2020 /
By Jonathan Riquier /
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5-th year project 2019-2020 • ESILV • PI²5 ►https://bit.ly/2L323US ? Deep Learning is a field of study of artificial intelligence that allows automatic learning based on an extensive database. It has only recently (2010) been democratised in more and more areas, namely market finance. It helps to evaluate the risks that a company would take […]


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