This repository includes all the practices and projects that I did to put in practice the knowledge of the course 'Ciencia de Datos 360 con Python' by Escuela De Datos Vivos.
To run all the jupyter notebooks, install the libraries running this:
pip3 install -r requirements.txt
- Exploratory data analysis
- Data preparation
- Predictive models (classification and regression)
- Clustering
- Dimensionality reduction
- Models optimization, selection and validation
- Pandas
- Numpy
- Seaborn
- Matplotlib
- Scikit-learn