HUDK 4050: Core Methods in Educational Data Mining

Core Methods in Educational Data Mining is the introductory course for the MSc in Learning Analytics at Teachers College, Columbia University

New York, NY

Pinned Repositories

assignment1
Installation & Account Setup
8187
assignment4-melanienethercott
assignment4-melanienethercott created by GitHub Classroom
11
assignment5
Principal Component Analysis
2231
assignment6
Decision Trees & Cross Validation
2 2 0208
class-activity-4
Visualization of Harvard/MIT MOOC data
139
class-notes
Class Notes
1 3 094
github-practice
Practice using Git & Github
248
lecture-slides
Lecture slides for HUDK 4050
9 6 048
swirl
Swirl Courses for learning R
Language:R262
syllabus
Syllabus for HUDK4050
24 9 0155

HUDK 4050: Core Methods in Educational Data Mining's Repositories

core-methods-in-edm/syllabus
Syllabus for HUDK4050
24 9 0155
core-methods-in-edm/lecture-slides
Lecture slides for HUDK 4050
9 6 048
core-methods-in-edm/assignment1
Installation & Account Setup
8187
core-methods-in-edm/assignment5
Principal Component Analysis
2231
core-methods-in-edm/assignment6
Decision Trees & Cross Validation
2 2 0208
core-methods-in-edm/github-practice
Practice using Git & Github
248
core-methods-in-edm/swirl
Swirl Courses for learning R
Language:R262
core-methods-in-edm/class-activity-4
Visualization of Harvard/MIT MOOC data
139
core-methods-in-edm/class-notes
Class Notes
1 3 094
core-methods-in-edm/assignment2
247
core-methods-in-edm/assignment3
237
core-methods-in-edm/assignment4
230
core-methods-in-edm/assignment5-tahaadib
assignment5-tahaadib created by GitHub Classroom
1
core-methods-in-edm/assignment6-ai-Axiom
assignment6-ai-Axiom created by GitHub Classroom
1
core-methods-in-edm/assignment7
Diagnostic metrics
156
core-methods-in-edm/assignment7-ai-Axiom
assignment7-ai-Axiom created by GitHub Classroom
1
core-methods-in-edm/assignment8
Biometric data
Language:HTML84
core-methods-in-edm/class-activity-1
112
core-methods-in-edm/class-activity-2
Introduction to Visualization
133
core-methods-in-edm/class-activity-3
ggplot examples
98
core-methods-in-edm/class-activity-5
Test analysis plots
40
core-methods-in-edm/class-activity-6
Clustering exercise
105
core-methods-in-edm/class-visualizations
Visualizations of the coourse
4
core-methods-in-edm/class5
24
core-methods-in-edm/class7
Exercise for class 7
30
core-methods-in-edm/entrance-survey
58
core-methods-in-edm/final-upload
33
core-methods-in-edm/hackathon3
Data files for Hackathon 3
45
core-methods-in-edm/hackathon4
12
core-methods-in-edm/so-question
Upload Stack Overflow Questions Here
120