MAFATLAL GAGALBHAI SCIENCE INSTITUTE

(Autonomous)

Affiliated to Gujrat University

B.S. in Data Science & Analytics (DSSEC246)

Course Outcome

  • Recall fundamental concepts, types, and applications of recommendation systems.
  • Understand collaborative filtering, content-based filtering, and hybrid methods. 
  • Implement basic recommendation models using Python. 
  • Analyze the challenges like cold start, sparsity, and scalability. 
  • Evaluate recommendation systems using metrics such as precision, recall, RMSE. 
  • – Design hybrid recommendation systems for practical applications.