Ensemble Learning Project 2023

Introduction

This repository was created in the framework of the course ensemble learning of the MSc in Data Science and Business Analytics offeredby ESSEC & CentraleSupelec.
The assignment consists of 2 sub-projects:

1. Part 1: AirBnb Price prediction
   https://github.com/KonstantinaTsili/Ensemble-Learning/tree/main/Part_1_Airbnb
2. Part 2: Implement a Decision Tree from scratch
   https://github.com/KonstantinaTsili/Ensemble-Learning/tree/main/Part_2_Decision_Tree

The implementation of which can be found in the corresponding folders.

Files

Part_1_Airbnb contains all the detailed python notebook and dataset for the project Airbnb Price Prediciton using various ensemble learning algorithms.

Part_2_Decision_Tree contains a README file and the code of implementation to guide the reader to implement Decision Tree from scratch.

Final Report.pdf contains the final report of these two projects.