narendrago / ipl-analytics-prediction-ibmhc2021

IPL Analytics and Prediction

IPL-Analytics-Prediction-IBMHC2021

• Developed as a part of IBM Hack Challenge 2021.
• Visualized the statistics of IPL teams:
  • At the start overs.
  • During powerplay.
  • At the death overs.
• Predicted the first innings score based on the team’s performances.

Won the Special Jury Award

Team

Vaishnavi V V
G O Narendra
Shalini Annadurai
Aravinda B

Project Summary

• The main objective of our project is to analyse the IPL stats of various matches and teams.
• An Interactive AI Chatbot is also created using IBM Watson Assistant which serves as an IPL guide for beginners.
• Dashboards are created for individual teams to provide an insight of their performance from the beginning of IPL.
• First Innings scores pertaining to a match are predicted.

Tools

• IBM Watson Studio (for notebooks)
• IBM Watson Assistant (for chatbot)
• IBM Cognos Analytics (for dashboards)
• Flask:
  • For First Innings Score
  • Viewing Historical Records (team performances in previous years)

Demo Links

• Website Link: https://ibmhc2021.herokuapp.com/
  
• Video Demonstration: https://www.youtube.com/watch?v=il1TlBY_K0Y&t=19s