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