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NishanthMuruganantham / kaggle-data-pipeline-with-aws

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Automated serverless pipeline for extracting, processing, and publishing Men’s T20 International (T20I) cricket data to Kaggle. Built with AWS Lambda, EventBridge, MongoDB Atlas, and S3, it delivers fresh, validated datasets updated weekly—complete with real-time Telegram notifications for seamless monitoring.

python aws cloudformation aws-lambda pipeline kaggle cricket serverless-framework data-pipeline kaggle-dataset cdk aws-cdk cricket-dataset python-app cricsheet t20 aws-cdk-python t20-prediction kaggle-data-pipeline
  • Updated Jun 8, 2025
  • Python

PankajMahanto / Cricket-Wining-Prediction-Analysis

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Real-time cricket match prediction engine using ball-by-ball data from Cricsheet. Predicts Test match outcomes using XGBoost, Neural Networks, and Monte Carlo simulations. Built with Python and real event-level cricket analytics.

python yaml data-science machine-learning neural-network monte-carlo cricket xgboost test-cricket sports-analytics match-prediction cricsheet cricket-ai
  • Updated Jun 14, 2025
  • Jupyter Notebook

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