601_Tutorials

Tutorials for UMass DACSS 601 (Data Science Fundamentals).

Created through shiny and learnr.

Tutorials are as follows:

Regular Tutorials

1. R Programming Basics
2. Data Wrangling
3. RMarkdown & Best Practices
4. Introduction to Visualization
5. Advanced Visualization
6. Transforming Data
7. Data Structures
8. Advanced Programming
9. Basics of Modeling

Statistics Tutorials

1. Categorical Data
2. Numerical Data

Advanced Tutorials

1. Vectorization & Benchmarking