To predict whether the player will win or loss the game based on how well they know their heros
Taken Personal Data from https://www.opendota.com/players/116926281 api library. Extracted JSON with the help of curl command in CMD
Created labels to find my best performing characters from the scale of 1 to 5. Based on their win loss ratio and type of role of the hero
Created a prediction model by appending the clusters/label to the matches datasets and found the win probability of the matches.