Using several NLP techniques to get insight into the Toronto Native's lyrical genius.
Using the Genius API and web-scraping, I attempt to create a program that creates a word cloud for lyrics given an artist. Programming done in Python. Scraping done with BeautifulSoup.
Using a variety of online resources ( Wikipedia, BasketballReference, etc.) I set out to discover which college year (Freshman, Sophomore, Junior, Senior) is the most successful in the pros.
One of the most important goals in education is improving assessment scores and final grades. The particular datasets that I decided to analyze tried to approach achievement for Portuguese students at a secondary education level. I used several machine learning techniques in my analysis.
My attempt at the classic regression challenge hosted by Kaggle. The goal of this competition to accurately predict the sales price for homes in Iowa. In order to get my final result, I use a myriad of regression techniques( Lasso, Xgboost etc.). Supplementary, to improve my results, I used creative feature engineering techniques.