Inspiration
I am a huge cricket fan and love IPL so this time I had a chance to build something related to my favorite sport. I made an IPL score predictor which can be used to predict scores of live IPL matches, it increases the enjoyment during live matches.
What it does
It predicts the score of live IPL matches and also has interactive graphs of statistics of the previous season's data. It also displays live scores.
How I built it
I built this web application using the python web framework Django as the backend. The prediction of scores is done through a Machine learning algorithm. The frontend is built using HTML, CSS, bootstrap, javascript, chart.js
Challenges I ran into
The biggest challenge is to build machine learning algorithm for prediction. As we had less time in hackathon I need to collect the data, clean the datasets, pre process the dataset, train the ML model and finally embedd it to web app, in addition to building interactive dashboard isn't easy but using chart.js it took less time.
What I learned
The biggest thing I learned is time management. As we have limited time to complete our project, I need to properly divide my project and need to create a vision how my project will look like after completion.
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