Predicting NYC 311 Calls
With RNNs, using Keras.
Analyzing School Website Topics
With LDA, using R, Python (scrapy, nltk, gensim), and AWS EC2.
Can Article Titles Predict Shares?
With lasso and XGBoost using Python (scrapy, sklearn, skopt) and AWS EC2.
Sentiment Analysis of Amazon Reviews
With naive Bayes and SVM, using Python (sklearn).
Analyzing School Review Topics
With LDA, using R, Python (nltk, gensim), and AWS EC2.