The 2022 world cup has passed, but a questions reamains. Is it possible to predict which team is going to win games based only on data? To answer that an analysis from the dataset FIFA World Cup 2022 is going to be made. The aim is not only to understand what makes a team better than the other, but also see if it is possible to predict how is going to win the matches.
- Understand the impact of the strenght defense, goalkeeping and others on the results
- Analyse if external factors such as playing in home or not has impact on the result
- Compare teams from the same continent
- Analyse results from matches of teams in different continents
- Develop a model to predict if a team is going to lose
- Combine models to understand the outcome of the match
- Do simulations to predict the outcome of the matches between the teams
Machine learning and data science enthusiast, getting better one project at a time.
