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: Student Motivation 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 Tweets from a Learning Community
2

Introducing Data Science Skills to Your Education Job
4

Teaching Data Science to Others
2

Establishing a Learning Routine
4

Additional Resources
4