A project on different datasets
and their analysis through linear regression, multiple linear regression, classification, clustering and neural networks, from data analysis to data visualization.

Neural
Networks
on Satellite
Observations

A soil moisture dataproduct on a global scale can be derived from satellite observations of NDVI, surface temperature and backscatter by using neural network statistical tools.

Data
Description

Sensitivity
Analysis

Polynomial
Regression

Neural
Networks

Clustering
Classification

Classification
on E-Commerce

Retail data is used in this classification analysis to estimate metrics on e-commerce, including revenue, visits and web surfing behaviour.

Neural
Networks
on Wildfire
Timelines

A reconstruction of the timeline of a particular wildfire is done using satellite data of fire radiative power from different satellites.

Text
Analysis
on Tech News

Making use of the NLTK and Word2Vec packages, statistics from text analysis can be derived from the TechCrunch database over the years.