5th's year project of Romain Jouin's "Python for Data Analysis" course, ESILV Paris
Create python script that automates all the modelisation of a given dataset:
- Web Scraping to download the dataset
- Data visualisation of the data
- Data Prep
- Modelisation
- Hyperparameter Optimisation
- Visualisation of performances
Classify the 26 letters of the French Alphabet given a vector of 15 integers.
- scraping.ipynb: Scrap the given dataset
- Data_Viz.ipynb: Visualisation of the Data
- Modelisation.ipynb: Classification + Hyperparameter's optimisation
- PPT_GAUSSENS_MEZIN_PRESENTATION_CLASSIFICATION_LETTER: Powerpoint