Data Science Certification (Machine Learning using Python)
Mentis
Sep 2018 - Dec 2018 (4 months)
I attended a Python based 12-week immersive program learning and applying
a variety of data science techniques including as data cleaning, modeling, visualization, and applications to big data. Metis is the only accredited
bootcamp of its kind.
I designed, implemented, and presented 5 data science projects (will post on Github shortly) including:
- Using Gradient Boosting and various other classification techniques to classify whether a home team would win in soccer. I was able to generate a small profit in simulation
- Applied Natural Language Processing (TF-IDF and NMF) to assess trends in Rap Lyrics in the last 40 years
- Final Project: Building a full Poker environment on the Open AI gym with interface and training various AI