GOAL:
- Convert the IPL ball-by-ball raw data to player level statistics data
- Understand the basics of the 3 popular clustering algorithms - K-means, hierarchical and DBSCAN clustering
- Apply these clustering algorithms on the players data
- Identify how similar players get grouped together based on their performances
- Build a simple UI using ipywidgets to play around with the clustering hyperparameters
Refer to the medium blog here: https://lakshmi1212.medium.com/machine-learning-to-cluster-cricket-players-1d53beeb69b4