Data Science project portfolio

Combining multiple learners

Predicting wether an email is spam or not using Boostraping, Bagging and Boosting on tree models.

Sun 25 April 2021 • EM, GMM, Generative modelling

Expectation maximization of gaussian mixture model.

Image segmentation of retinal medical images using Convolutional neural networks.

Classification using the Random Forest model.

Thu 15 April 2021 • Clustering, k-Means, PCA

PCA and implementation and run of the clustering algorithm k-Means

Non-linear regression, Bayesian regression and visualization of the results.

Fri 06 March 2020 • Data cleaning, Pandas

This project serves only as a showcase of my capabilities within data cleaning and data manipulation in Pandas.