Projects

"All You Need Is Love" - John Lennon

Skills
Data Science Machine Learning Deep Learning NLP SKLearn Keras TensorFlow Numpy Pandas
Company
Metis

  • Used the lyrics of every Beatles song ever released to try and predict the songwriter solely on the lyrics.

  • The best classifier (SVM) was able to predict songwriter with 50% accuracy, 18% better than just guessing the majority class (ZeroR).

  • Performed Topic Modeling using LDA for each of the Beatles’s band members.

  • Utilized NLTK, Gensim, Spacy, scikit-learn, and Keras packages.