I just shared my journey of developing a Dota 2 match predictor using data analysis and machine learning. From the initial challenges to key insights, I cover everything along the way! The extended dataset is also available on GitHub for anyone interested.
Check it out here: https://medium.com/@masterhood13/building-a-dota-2-match-outcome-predictor-my-journey-and-learnings-fd60e1a79a23
GitHub repo: https://github.com/masterhood13/dota2predictor
Would love your feedback and suggestions!