Tutorials for UMass DACSS 601 (Data Science Fundamentals).
Created through shiny and learnr.
Tutorials are as follows:
Regular Tutorials
- R Programming Basics
- Data Wrangling
- RMarkdown & Best Practices
- Introduction to Visualization
- Advanced Visualization
- Transforming Data
- Data Structures
- Advanced Programming
- Basics of Modeling
Statistics Tutorials
- Categorical Data
- Numerical Data
Advanced Tutorials
- Vectorization & Benchmarking