Posts

Practical guide to developing a data science project with Python, from data extraction, analysis, and preparation to the evaluation and selection of Machine Learning models. (pandas and scikit-learn)

VS Code configuration for working with Python, Data Science and Machine Learning: code quality, unit testing, debugging and recommended extensions.

Process of creating a base structure for data science projects with Python, taking into account software development best practices and MLOps tools.

Automatic LoFi music and video generation with Python using artificial intelligence techniques and audio processing.

Checklist and questions for carrying out a machine learning project

Visualizations with Python and Plotly of worldwide COVID-19 coronavirus data

Google Colab configuration to use PySpark

Video tutorial and materials for basic audio production with Reaper

Tips for creating slides and delivering the undergraduate thesis proposal presentation