Data Science projects will appear here, as I attempt them.
I have recently begun learning SQL, so projects using that will likely begin to appear here, eventually leading to a full data into SQL into python project.
Currently undertaking a project looking into the stratetgy behind certain boardgames, using SQL for data manipulation.
Titanic:
- 4716 / 50345 (top 10%)
- Basic classifier using random forests boosted through gridsearch
House Prices:
- 1912/4592 (top 40%)
- Random forest with gridsearch and PCA
- Neural network with PCA
- Neural network with RFE