25.final_project's Introduction

Machine Learning Final Project

4Geeks Academy - ML and AI Bootcamp

This project was developed in six parts or phases, each of them will be explained in the further sections.

First: The Problem Definition 🤔

We want to answer the question of if a match between two teams in the first phase of the FIFA World Cup 2022 is chosen ¿which team would win?

Second: The Data collection 🌐

For this project we will use the dataset provided by the user martj42 in the plataform Kaggle. The dataset is named results.csv¹ and you can find it here.

Third : Exploratory Data Analysis 🔍

The EDA could be found here.

Fourth: 4. Data Preprocessing 📝

The data processing could be found here and in a rawest version here.

Fifth: 5. Model and results 💼

The model and results could be found here and in a rawest version here.

Sixth: 6. Deployment 🚀

The streamlit application code is here and its deploytmen could be found here.

Group members: 🧉

@jgayosof
@karenL26

The information about the features in the dataset is available in the EDA. ↩

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