jgaussens / letterRecognition_mod

Python For Data Analysis Letter Recognition Projet - Modelisation Part

[Python for Data Analysis - Letter Recognition Project]

5th's year project of Romain Jouin's "Python for Data Analysis" course, ESILV Paris

Resume

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

Dataset's goal:

Classify the 26 letters of the French Alphabet given a vector of 15 integers.

Overview of the files:

• 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