Progress Notes

Progress Code Key

• 1: Not started to barely started
• 2: Started
• 3: First draft needing review
• 4: First draft that needs read aloud and minor edits
• 5: Ready for editor

Introduction

How to Use

Role of the Data Scientist in Education

Unique Data Science Challenges in Education

Foundational Skills

Walkthrough 1: Student Motivation Survey Analysis

Walkthrough 2: Gradebook Analysis

Walkthrough 3: Machine Learning Techniques for Analyzing Survey Data

Walkthrough 4: Network Analysis

Walkthrough 5: Working with Aggregate Data

Walkthrough 6: Longitudinal Analysis of Special Education Data

Walkthrough 7: Text Analysis of Tweets from a Learning Community

Introducing Data Science Skills to Your Education Job

Teaching Data Science to Others

Establishing a Learning Routine

Additional Resources