Data Science

Carbon Disclosure Project - Kaggle Competition

A data analysis report providing a methodology for computing cities' climate adapatation Index by combining citiy rediness and vulnerability indicators to climate change impacts.

French Open Data Report

An overview of available french open data providers, platforms, tools and analysis.

Natural Language Processing Tutorial

Natural Language Processing:Words embedding, tokenization, Text classification, Sentiment Analysis, Topic Modeling.

Open Data Book

An overview of available open data providers, platforms, tools and analysis in different scales (worldwide, europe, and France) and themes (environment, economy, demography...).

Open Geo KPI

A Shiny Web App providing geo-visualization of world development KPI and statistics based on various open data providers (World Bank, Eurostat, United Nations...).

Time Series Analysis

An overview of Time Series analysis methods including modeling appoaches, forecasting algorithms and outlier detection processes.

Remote Sensing Images Analysis

Satellite imagery analysis:image processing, index generation, image segmentation, and image classification.

GeoScales

GeoScales is a tool that enables an easy and unique access to geospatial open data provided in different scales.

MobRisk

MobRISK a model for assessing the exposure of road users to flash flood events