Ipl Predictions2020

Context
Indian Premier League (IPL) is a Twenty20 cricket format league in India. It is usually played in April and May every year. As of 2019, the title sponsor of the game is Vivo. The league was founded by Board of Control for Cricket India (BCCI) in 2008.

Content
Data till Season 11 (2008 - 2019)
matches.csv - Match by match data

Acknowledgements
Data source from 2008-2017 - CricSheet.org and Manas - Kaggle
Data source for 2018-2019 - IPL T20 - Official website

Inspiration
Draw analysis, player/team performance, apply and learn statistical methods on real data

Kernels
-Statistics

Summarizing quantitative data (mean, median, std. deviation, percentile, box plots etc.)
Distributions - Cumulative relative frequency, Normal distribution, PDF, Z-score, empirical rule, binomial distribution, Bernoulli distribution
Bivariate data - Scatter plot, Correlation, Covariance, Least square regression, R-Squared, Root mean square error