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An exploration of an interesting dataset, which contains explicit records of hundreds of IPL matches.

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IPL-Score-Prediction

An exploration of an interesting dataset, which contains explicit records of hundreds of IPL matches.

Overview:

  • Loaded and checked the dataset for null values.

  • Cleaned data in order for it to represent the current scenario

  • Implemeted Feature Engineering to make most use of the data

  • Made basic insights using plots.

  • Developed a predictive model (r^2: 99.1%) to predict the scores for a given set of features.

Code and References

Python Version: 3.7

Packages: numpy, pandas, matplotlib, seaborn, sklearn

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An exploration of an interesting dataset, which contains explicit records of hundreds of IPL matches.

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