Cryptocurrencies Forecasting

In this project, I used a scientific article about financial time series and tried to apply iy to cryptocurrencies. The main purpose was to identify if cryptocurrencies data can be processing as financial data. The other purpose was to create and compare machine and deep learning models in order...

Access to the education around the world

In this project, data are collected from different databases. The main objective was to produce a dashboard and segmentation to explain the differences in access to school around the world. Clustering algorithms are used and 4 groups were found. With the help of these clusters, we can imagine...

Coviprev Analysis

French gouvernment with the help of "Santé Publique France" made a survey about mental health of French people during the Covid19 crisis. Results of this survey are available on Internet on the website data.gouv.fr. In this project, I use the data to study the impact of the Covid19 and the...

Recommender Systems for Books, Transformers and GHG Emissions

The purposes of this project are multiples. First, this project try to prove that recommender engines can be used to suggest new books to users. Second, in this project, two categories of recommender engine was explored: Collaborative Filtering Algorithms and Content-Based Algorithms. Finally,...