In this project, the client needed a model which predicts the transformer outages using Machine learning algorithm. Following are the steps which were taken:

• Researched on possible factors leading to transformer outages.

• Created MS Excel sheet with the variables, description, range and unit.

• Confirmed important variables with the client and created dummy dataset with the same.

• Implemented appropriate Machine Learning model on the dataset in R.

• Prepared documentation on the same.

NBA basketball statistics and and historical data was used to visualize the data. This data is displayed in two dashboards to give insights.

1. Dashboard with respect to teams

• Trend in the performance of the team

• Worst lost games and best win games of the season

• Against which team the team is strong and against which they are weak

• Performance varying when played in home ground and non-home grounds

2. Dashboard with respect to players

• Performance of players from game to game in a season

• Shooting success rate

• Against which teams they perform well and against whom they perform bad