Bernat Sort 's repositories
DeepLearning
Three projects covering deep learning topics such as Multi-Layer Perceptron (MLP)/Dense Networks, Convolutional Neural Networks (CNN), and Time Series Forecasting
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.
Metabolomics-I
Untargeted LC/MS-based metabolomics data analysis.
Metabolomics-II
Ranking and filtering metabolic features to metabolite identification.
StarWars_ETL_flask
ETL using the Star Wars API (SWAPI) with Flask
Therapy-Progress-Gait-Prediction
Benchmarking data processing and regression techniques to predict rehabilitation progress in patients with ankle-related musculoskeletal disorders.
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).
Degree_Final_Project
Development and evaluation of a new non-invasive and high sampling rate score to assess lung injury for ventilated patients.
heart_disease_prediction
Detección de cardiopatías en pacientes mediante el uso de datos clínicos utilizando técnicas de Machine Learning y Deep Learning.
ML_algorithms
Implementation of some machine learning algorithms in Python.
jira-connection
This repository demonstrates how to authenticate with a Jira instance using an API token and make a GET request to retrieve information.
Statistics
R notebooks with code and explanations for various statistical analyses.
Structured_Perceptron_NLP
Part Of Speech usando un Perceptrón Estructurado