Masterclasses

  • What is Data Science?
  • Identifying Opportunities for Your Organization
  • Choosing between R and Python

R

  • Introduction to Programming in R
  • Modern R and the Tidyverse
  • Visualizing Data with R
  • Creating Interactive Maps with R and Leaflet
  • Making Beautiful Reports and Dashboards using R
  • Time series analysis and forecasting with R 

Python

  • Introduction to Programming in Python
  • Web Scraping with Python
  • Introduction with Machine Learning using Python
  • Text Mining and Natural Language Processing using Python
  • Developing RESTful APIs in Python

Unix / Linux

  • Introduction to Unix and Bash
  • Version Control Made Easy with Git and Github
  • Data Science with Unix Power Tools
  • Creating Your Own Command-Line Tools

Miscellaneous

  • Just Enough SQL
  • Demystifying Regular Expressions