MachineLearning-21-22

Authors

• Laura Villa Fernández-Arroyo
• Sergio Martínez Cid
• David González Bermúdez

Repository description

This repository has been used for the subject Machine Learning Techniques 2021-2022.
Three different projects have been carried out:

1. ML_Deliverable1: application of clustering to a white wines dataset. Some conclusions were extracted from the resulting groups.
2. ML_Deliverable2: application of classification algorithms to autos and cameras purchase reviews. Text mining techniques were applied.
3. ML_Deliverable3: application of regression algorithms to insurance claims. The objective was to predict the ultimate costs.

Execution

The format is jupyter notebooks, so they can be executed from a local computer using Python. However, Google Colab is recommended for compatibility and better user experience.