Recommendation System Presentations

• Introduction to Recommendation Systems
• Industrial Use Cases of Recommenders
• Challenges to Recommenders
• Evaluating Recommenders
• Analytics for Recommenders
• Non-Personalized Recommenders
• Baseline Recommenders
• Data for building Recommenders
• Collaborative Filtering
• content Filtering
• Matrix Factorization
• Neural Collaborative Filtering
• Variational Autoencoders for Collaborative Filtering
• DKN for News Recommendation
• Case Study - Designing a Recommendation System for a App