zz2641 / learning-analytics-program-project

This is a compiled repository that includes all the major works from my master program

Learning-Analytics-Program-Project (Updating)

This is a compiled repository that includes all the major works from my master program

Aloha, folks!

Welcome to the main page for my learning analytics projects.

My name is Noah(Zhongyuan) Zhang, an M.S. candidate for Learning Analytics at Columbia University. LEARNING ANALYTICS is the measurement, collection, analysis and reporting of data about learners and their contexts, for purposes of understanding and optimising learning and the environments in which it occurs. The program prepares me with experience and practise of data science methods to cater education releated exploration. The insights extracted from series of analysis could either directly or indirectly merit design and implementation, evaluation and assessment, upgrade and optimization in instructional design, education product as well as learning interace/ learning experience.

Works in quick view

• Tree method prediction
  
• Interactive-Visualization
  
• Recommender Systems
  
• Natural Language Processing
  
• Social Network Analysis
  
• Cluster Analysis
  
• Neural Network
  
• Latent Class Analysis: Different Typologis of Student Readers

Author

Noah(Zhongyuan) Zhang, M.S candidate in Learning Analytics (STEM program) at Teachers College, Columbia University