ALL THE ARTICLES
A Web-App designed to provide insights regarding traffic accidents in Madrid by mean of Data Analysis
Leveraging data from the Madrid Open Data Portal, this app offers a comprehensive analysis to help you understand trends and patterns in road accidents across the city.
Author: Fabio Scielzo Ortiz.
Human Activity Recognition using Machine Learning
The main goal of this project is to build an intelligent system able to recognize human activity each second based on five different human signals.
Author: Fabio Scielzo Ortiz.
Fire Detection in Images using Machine Learning
The main goal of this project is to build an intelligent system capable to detect fire in images with high accuracy.
Author: Fabio Scielzo Ortiz.
Parkinson Level Detection using Machine Learning
The aim of this project is to implement a system that is able to detect the Parkinson’s level of patients with Parkinson’s disease through their speech impairment.
Author: Fabio Scielzo Ortiz.
Extracting and analyzing data from web-pages with Web-Services and Web-Scraping
This article illustrates how to extract and process data from web-sites like Eurostat and Idescat using Web Services (mainly) and Web Scraping.
Author: Fabio Scielzo Ortiz.
k-Means Parallelization
This article illustrates how to apply parallelization technique to speed up Data Science procedures.
Author: Fabio Scielzo Ortiz.
Spark, Polars and Pandas: time performance comparison
In this article a exhaustive time performance comparison between Spark, Polars and Pandas is carried out.
Author: Fabio Scielzo Ortiz.
Hospital Management
Modeling an hospital management problem with optimization methods.
Author: Fabio Scielzo Ortiz.
Machine Learning with Spark
Machine Learning with PySpark through MLlib.
Author: Fabio Scielzo Ortiz.
Temperature Forecasting
Temperature Forecasting for the upcoming 15 days.
Author: Fabio Scielzo Ortiz.
Facial Recognition System
Facial Recognition System
Author: Fabio Scielzo Ortiz.
Diabetes Analysis and Detection
Diabetes Analysis and Detection using Statistics and Machine Learning.
Author: Fabio Scielzo Ortiz.
Body fat Prediction
Body fat prediction using Machine Learning.
Author: Fabio Scielzo Ortiz.
Wind Energy Production Prediction
Wind Energy Production Prediction using Machine Learning.
Author: Fabio Scielzo Ortiz.
Fake News Analysis and Detection
Fake News Analysis and Detection.
Author: Fabio Scielzo Ortiz.
Modeling Madrid House Prices
Modeling Madrid House Prices with Linear Regression.
Author: Fabio Scielzo Ortiz.
Modeling Mental Health
Modeling Mental Health with Poisson Regression.
Author: Fabio Scielzo Ortiz.
Numerical optimization
Numerical optimization applied to Logistic Regression.
Author: Fabio Scielzo Ortiz.