boudrejp / DataSciencePortfolio

A collection of selected data science projects to demonstrate skill sets, knowledge, and what I find interesting

DataSciencePortfolio

A collection of selected data science projects to demonstrate skill sets, knowledge, and what I find interesting

Contents

• PythonOOP: An object oriented programming example in Python 3 which will run simulations of the El Farol problem from complexity theory
• PythonWebScraping: Simple web scraping example using Python's beautifulsoup and some initial processing, feature generation in R for international rugby scoring statistics.
• SQL: Examples of executing and formulating SQL queries for selected simulated business cases.

In Progress

• Movement of old projects into this repository
  • Machine learning projects (multiple)
  • Dockerized applications
• New and ongoing projects
  • More machine learning projects
    • Focus on deep learning architectures, reinforcement learning, time series applications
  • R Shiny applications, to be deployed to public R Shiny Server
  • Other application + visualization tools
  • Custom-written ML algorithms
    • Re-implementations to dive deeper into theory
    • Possible variants on existing algorithms