Data Science

Most of my research is data-oriented and requires a great deal of coding. Learning about inference methods and statistical analysis made me become more interested in data science and machine learning. Here you can find small projects, exercises or examples of analysis that I have done during my exploration of tools and data that I found interesting enough to learn.

Some of the entries are more technical than others, but all of them have their respective notebooks where you can check the original source of the code. The subjects of the entries are diverse, from time series analysis to computer simulations or classification and regression.

I hope you find something useful or interesting.

• In what key is "Hey Joe" by Jimi Hendrix?

• Building a semantic network from CNN news articles

• Sentiment analysis and topic modeling in pop artists

• Exploring Large Language Models

• Copying the style of an image to another using Convolutional Neural Networks

• Predicting wine quality scores