League Predictor: AI Match Outcome & MVP Prediction”
Concept: Use ML + AI to predict who will win a match or who will be MVP, before or during the game.
Implementation: Train a model using historical match data
Input: champion composition, player KDA averages, roles
Output: predicted win probability and MVP candidate
Use Amazon SageMaker for model training
Use Bedrock to explain the prediction in natural language:
“Your team has a 68% chance of winning, balanced composition with strong scaling.”
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