Predict sale price of houses based on various data. 108th / 20000 on public leaderboard (24/08/2021).
- Creative feature engineering.
- Advanced regression techniques like random forest and gradient boosting.
Classify digits based on hand drawn pictures, computer vision fundamentals with the famous MNIST data. 97% accuracy.
- Computer vision fundamentals including simple neural networks.
- Classification methods such as SVM and K-nearest neighbors.