Course Intro

Intro to data science applied to Software Engineering problems. Refresher/intro to data science concepts and tools.

Learning Outcomes

• position data science in the scope of SE activities
• install and use the R programming language and RStudio/Quarto
• refresh knowledge of basic statistical approaches

Before Class

Lectures

• Intro notes
• video

Readings

1. Cross-tool logs at Google
2. Getting Started with R

In Class

Slides

• In-class notes

These are done in class. The source code below is a combo of what I typed and what I prepped before hand.

Optional Readings and Activities

These readings enrich the material but are not strictly necessary to read.

• Facebook and static analysis
• Hullman and Gelman 2021, “Designing for Interactive Exploratory Data Analysis Requires Theories of Graphical Inference”
• Thoughts on Applicability, Titus Winters