Techniques and tools for learning analytics


This page will be developed throughout the course as participants share resources through diigo and in completing the tool matrix (week 6)

A/B testing:

Association rule learning

Classification

Cluster analytics

Concept development

Crowdsourcing

Data integration

Data mining

Discourse analysis

Machine learning

Neural networks

Natural language processing

Social network analysis

Predictive modeling

Regression

Sentiment analysis

Statistics

Time series analysis

Visualization

Source:
http://www.mckinsey.com/Insights/MGI/Research/Technology_and_Innovation/Big_data_The_next_frontier_for_innovation