Dota 2 is a highly competitive multiplayer online battle arena (MOBA) game that hosts numerous tournaments worldwide.
Objective: The goal is to predict the winner of a match based on various factors, including the draft, team composition, players' MMR ratings, and their win rates with the selected heroes.
Such predictions could be valuable for better betting strategies.
Data Sources:
- Primary dataset: https://www.kaggle.com/datasets/bwandowando/dota-2-pro-league-matches-2023/data
- Additional information gathered using the OpenDota API: OpenDota API Documentation