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barcelona_house_price_prediction

Predicción del precio de venta de las viviendas en venta y de las viviendas en alquiler de Barcelona.

chest_x_ray_medical_diagnosis_with_cnn

Diagnóstico de COVID-19 y neumonía a partir de radiografías de tórax

customer_churn_prevention

Identificación de acciones concretas que ayuden a prevenir la pérdida de clientes (churn).

deeplearning

Three projects covering deep learning topics such as Multi-Layer Perceptron (MLP)/Dense Networks, Convolutional Neural Networks (CNN), and Time Series Forecasting

degree_final_project

Development and evaluation of a new non-invasive and high sampling rate score to assess lung injury for ventilated patients.

gendered_pronoun_resolution

genetic_algorithm

heart_disease_prediction

Detección de cardiopatías en pacientes mediante el uso de datos clínicos utilizando técnicas de Machine Learning y Deep Learning.

jenkins_python_build_test_demo

Automate CI for Python projects with Jenkins, Docker, pytest, GitHub. Set up Jenkins via Docker, configure pipelines, ensure Python environment, integrate with GitHub for builds, visualize progress via Blue Ocean.

jira-connection

This repository demonstrates how to authenticate with a Jira instance using an API token and make a GET request to retrieve information.

metabolomics-i

Untargeted LC/MS-based metabolomics data analysis.

metabolomics-ii

Ranking and filtering metabolic features to metabolite identification.

ml_algorithms

Implementation of some machine learning algorithms in Python.

programming_final_project_2018

snowflake-connection

Framework for securely connecting to and testing Snowflake databases using Python. Features AWS Secrets Manager integration, SQLAlchemy and Snowflake connectors, and pytest for robust testing. Ideal for developers and data engineers.

starwars_etl_flask

ETL using the Star Wars API (SWAPI) with Flask

statistics

R notebooks with code and explanations for various statistical analyses.

structured_perceptron_nlp

Part Of Speech usando un Perceptrón Estructurado

therapy-progress-gait-prediction

Benchmarking data processing and regression techniques to predict rehabilitation progress in patients with ankle-related musculoskeletal disorders.

titanic_neural_networks

unaicorn

video_processing_examples