postgrad_course_recommendation

Project as part of the Master of Data Science requirement.

Summary: Use historical student course and background data to recommend post graduate courses to undergrad students.

Model: Using a user-based CF approach which can also include some hybrid elements

Name		Name	Last commit message	Last commit date
Latest commit History 10 Commits
Data		Data
Classification Approach.ipynb		Classification Approach.ipynb
README.md		README.md
Synthetic data Generation.ipynb		Synthetic data Generation.ipynb
Synthetic_Marks.ipynb		Synthetic_Marks.ipynb
UB-CF(version1).ipynb		UB-CF(version1).ipynb
course_stats.csv		course_stats.csv
mast_marks_skew.csv		mast_marks_skew.csv
results_ubcf_full.csv		results_ubcf_full.csv
results_ubcf_full.pkl		results_ubcf_full.pkl
results_ubcf_full_app3.csv		results_ubcf_full_app3.csv
results_ubcf_full_app3.pkl		results_ubcf_full_app3.pkl
results_ubcf_real.csv		results_ubcf_real.csv
results_ubcf_real.pkl		results_ubcf_real.pkl
student_database_complete.csv		student_database_complete.csv
student_db_app1_truncnorm.csv		student_db_app1_truncnorm.csv
student_db_app2_truncnorm.csv		student_db_app2_truncnorm.csv
student_db_app3_truncnorm.csv		student_db_app3_truncnorm.csv
synthetic_Data_truncated_normal_approach2.csv		synthetic_Data_truncated_normal_approach2.csv

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