Welcome to the final projects repository. This repository holds all of my final data science projects.
- Understanding potential biases in Dota 2 gameplay (Capstone_Dota2/Springboard_Foundations of DS)
The Dota 2 project was used to satisfy the requirements of the Springboard Foundations of Data Science course.
Repository contains : Code, Final Report and Presentation
Link to project report - http://rpubs.com/arunbharadwaj2009/300754
Link to source data - https://www.kaggle.com/devinanzelmo/dota-2-matches
Link to modified datasets used in markdown - https://drive.google.com/open?id=0Bz5j9I030B03Nlk4V180b01GcVE
- Machine learning approach to portfolio theory (Springboard_DS Intensive/Springboard_Data Science Intensive)
Repository contains : Code, Final Report and Presentation
The portfolio theory project was used to satisfy the requirements of the Springboard Intermediate Data Science course.
Link to Jupyter notebook code - https://anaconda.org/arunbharadwaj2009/capstone_dsintensive_final/notebook
Link to original source data - http://www.stockpup.com/data/
Link to downloaded source data - https://drive.google.com/open?id=1T4GaOKA8qE4AcyNyt1nPkI4e7MzNDddD
- Impact of JUST scores on company performance and larger socio-economic indicators (TDI)
Repository contains : Project proposal (includes initial code) and Bokeh Visualization
Link to original source data - https://blog.thedataincubator.com/2017/04/just-capital-and-data-incubator-challenge/
- Language identification using european parliament dataset
Repository contains : Code and brief write-up