Data-Driven-Education

This section outlines the organization of the project directory

Data

• History_Business_problems.csv : Original dataset containing problems from history and business courses.
• History_Business_problems.txt : Processed dataset using text-hero library.
• tfidf_business_history2.csv : TF-IDF score for processed dataset.

Jupyter Notebook

• R2DE_CrossValidation.ipynb: Evaluated several ML models for predicting Depth of Knowledge(DOK) level of problems.
• TFIDF with problems & dok_level.ipynb: Classify problems with DOK framework and calcuate TF-IDF score.

Presentation

Fall 2023 Assessment Quality Subteam Presentation 3: Final presentation for Fall 2023 work.