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Big data and ML project to Predict ball-by-ball outcome of a match given the information of 2 teams as input.

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IPL-Match-Predictor

Predict ball-by-ball outcome of a match given teams as input IPL cricket match prediction by simulating ball-to-ball outcomes using K-means clustering and collaborative filtering, where the dataset is constructed by web-scraping, stored on Hadoop and processed using MapReduce. Given two teams with their batting and bowling order, we predict the scores for the 2 teams and determine the winner.

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Big data and ML project to Predict ball-by-ball outcome of a match given the information of 2 teams as input.

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  • Python 100.0%