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ML project to predict goal from football events such as penalty, free kick.

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Football Prediction

Following the Google Cloud course, this project uses opensource tools instead of bigquery to analyze the football data, calculate shot distance and angle, then perform predictive analysis for goal outcome.

We are using:

  • pySpark==3.5.0: Handle data processing
  • tensorFlow: Build model for prediction
  • Jupyter Notebook: IDE

How to install:

  1. Get Spark from Apache Page and follow up Pyspark page.
  2. Make sure install same version for Pypi and spark from apache.
  3. Setup a virtual env and activate it.

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ML project to predict goal from football events such as penalty, free kick.

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