Conclusion
Computational Analysis of Educational Data: A Field Guide Using R
Preface
Section 1 — Getting Started
Chapter 1
Getting Started
Section 2 — Traditional Computational Analyses of Educational Data
Chapter 2
Capturing and Analyzing Text Data with Computational Methods
Chapter 3
Social Network Analyses (Relational Data)
Chapter 4
Secondary Analysis of Big Data (Numeric Data)
Section 3 — AI and LLMs in Educational Research
Chapter 5
Cloud-based LLMs for Educational Research
Chapter 6
Local LLMs in Educational Research
Chapter 7
Multimodal Data (Images, Video, Audio) with Local LLMs
Section 4 — Communication and Collaboration Practices
Chapter 8
Communication Collaboration Practices
Conclusion
References
Conclusion
Chapter 8
Communication Collaboration Practices
References