People counting
This project counts people by defined zones using the Yolov module and Ultralytics.
Data Scientist Salary analysis
This project analyzes data scientist salaries for 2023. Univariate and bivariate analysis is performed. Correlation and prediction using ML algorithms are carried out for salary prediction.
Scientific Data Mining
This project performs the data collection of scientific text using web scraping. Unstructured data is analyzed using NLP techniques and transformers.
Car Parking Prediction
In this work, a predictive model of parking availability is developed to improve the vehicle parking experience in Freiburg in Baden-Württemberg. Germany. In the posterior stage, the model will be integrated into a new app, informing the customer of the slot availability at arrival time.
Credit Risk Analysis
This project analyzes the implementation of multiple machine learning for credit risk assessment based on customer features. EDA is also performed.
Spam Detection
This projects uses bayesian inference and bayesian algorithms to predict if a message is spam or not.