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Belén Sánchez's Projects

git-westnilegroup55 icon git-westnilegroup55

This project predicts the locations and days of the year in Chicago where the WNV virus will be present. Based on this results the Department of Health in Chicago can organize an spray plan to prevent the appearance of mosquitos in the determined locations and mitigate the risk of appearance of new West Nile Virus cases.

house_price_prediction_api_fastapi icon house_price_prediction_api_fastapi

House Price Predictor API. It leverages scikit-learn pipelines and builds it up into an API. This project highlights how to build and deploy a machine learning models in order to integrate them into other applications.

map_disasters_twitter icon map_disasters_twitter

When responding to disasters, it is critical to map and identify location of survivors needing assistance. The goal of this project was to leverage social media to map disasters.

monitoring_migration_venezuela icon monitoring_migration_venezuela

This repository contains code to analyze tweets related to the migration from people of Venezuela. The notebook contains a Word2Vec model that classifies tweets according to needs like refugee, health, housing, etc. The classification algorithm uses cosine similarity as the main classification parameter.

poverty-costa-rica icon poverty-costa-rica

The Inter-American Development Bank is asking the Kaggle community for help with income qualification for some of the world's poorest families . The challenge consists on identifying which households have the highest need for social welfare assistance. Here is my repo on how to solve this challenge.

samplecode icon samplecode

This folder includes sample codes in different languages.

smartreader icon smartreader

Inteligencia Artificial para el análsis masivo de documentos

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