ion-bueno's repositories
distilbert-from-inside
Master Thesis in Big Data Analytics.
gephi-networks-visualization
Visualization of possible networks or groups respect the controversy in Twitter between Residente and J Balvin using Gephi.
nonlinear-optimization-ridge-regression
Nonlinear optimization algorithms minimizing a Ridge regression.
bayesian-learning
Making use of bayesian learning, three common applications are developed.
bert-from-inside
Bachelor Thesis in Telecommunication Technologies Engineering.
bitcoin-prediction
The goal of the project is predicting the bitcoin market price, employing the past values of the own time series as well as other variables.
car-purchase-prediction
Development of a model to predict the amount that clients are willing to pay for a new car according to their social features.
covid-greenhouse-effects
Final project of the course "Applied Machine Intelligence" in the Technical University of Munich. The goal was predicting if Covid-19 was to reduce the greenhouse gases.
covid-material-optimization
Linear and integer optimization in an alleged Covid-19 scenario, where all the regions belonging to Spain must distribute their available material to deal with their needs.
covid-prediction
Final project of the course "Python for Engineering Data Analysis" in the Technical University of Munich. The goal was predicting Covid-19 progress in July 2020.
human-activity-sensor
Implementation of a system for human activity detection using monitorized data by means of smartphone sensors.
kaggle-house-prices
House Prices Kaggle competition using scikit-learn models.
kaggle-uc3m-challenge
Kaggle competition from the "Machine Learning" course of the Master in Big Data Analytics in 2022.
kmeans-parallelization
Implementation of the k-means algorithm using serial and parallel approaches.
network-analysis
Analysis of a network, calculation of its metrics and model networks. Visualization of possible communites and simulation of a spreading process.
pyspark-databricks-wind-prediction
Wind energy prediction employing PySpark in Databricks.
pyspark-new-york-taxis
Analysis of taxi traffic in New York employing PySpark.
shiny-app-madrid-buses
Shiny app developed to get some visual insights about information related with bus stops and lines from the city of Madrid.
statistical-learning
Example of a complete statistical analysis in a multiclass classification problem.