Progress Notes

Progress Code Key

• 1: Not started to barely started
• 2: Started, but not all sections completed. May also include TODO notes
• 3: First draft needing review
• 4: First draft that needs read aloud and minor edits
• 5: Ready for editor

Chapter Progress

Revised: November 27, 2019

Introduction
4

How to use
3

Role of the data scientist in education
2

Unique data science challenges in education
3

Foundational skills
2

Walkthrough 1: Multi-level models on survey analysis
3

Walkthrough 2: Gradebook analysis
2

Walkthrough 3: Machine learning techniques for analyzing survey data
3

Walkthrough 4: Network analysis
2

Walkthrough 5: Working with aggregate data
4

Walkthrough 6: Longitudinal analysis of special education data
4

Walkthrough 7: Text analysis of tidytuesday learning community tweets
2

Introducing data science skills to your education job
4

Teaching data science to others
2

Establishing a learning routine
4

Additional resources
4