Features have a mix of date, number and string.Net interactive tool on a Jupyter Notebook to create a *.ipynb file with C# as a kernel. Net DataFrame for Exploratory Data Analysis(EDA) and ML.Net for predicting the score on a specific ball under 6 overs. If we look at the above stats, it clearly depicts the popularity and money involved in Cricket.Īnalyze the cricket dataset and predict the score after 6 overs for a match.Īs we need to predict the continuous value, its a regression problem in the space of Machine Learning. First Cricket World Cup was played in 1975.First One Day International(ODI) was played in 1971.First International match was played between Canada and USA in New York.Invented in 1550, originated by England.In this session, I'll be performing some analytics and prediction on the cricket data using Microsoft ML.Net framework and C#. This data is used by analysts and data scientists to uncover meaningful insights and forecast about matches and players performance. It's a game of numbers with each match generating a plethora of data about players and matches. Disclaimer: The analysis and prediction done here is for learning purpose only and should not be used for any illegal activities such as betting.Ĭricket, a game of bat and ball is one of the most popular games and played in varied formats.
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