This repository contains Jupyter notebooks implementing several Data Science projects.
The notebooks present a wide range of techniques and tools illustrating the usual Data Science workflow.
- 1 - Chinook: exploratory analysis of a music store database
- 2 - Iris: prediction of plant species
- 3 - Titanic: prediction of survival of a disaster
- 4 - Properati: prediction of properties sales prices
- 5 - Fashion MNIST: classification of fashion images
- 6 - Rock Paper Scissors: recognition of hand signs
- 7 - Sarcasm: sentiment analysis of news headlines
- 8 - Household Power Consumption: prediction of electric usage
- 9 - Flow: recommendation of new content to users
- 10 - Credit Card: segmentation of clients
- 11 - ECG: anomaly detection on electrocardiograms
- 12 - COVID-19: stance detection in tweets