Module 6 of E0 259, Data Analytics, August 2018
Recommendation Systems
Lectures
Lecture 1 (Ramesh Hariharan)
No Assignment
Some students have taken up projects on this topic.
Flipkart's lectures in 2015 edition of this course
Lecture 1 (Vivek Mehta, Avijit Saha, Mohit Kumar, Flipkart)
Lecture 2 (Vivek Mehta, Avijit Saha, Mohit Kumar, Flipkart)
Abstract:
The two lectures provide an overview of the Recommender Systems and describe the landscape of techniques (Collaborative Filtering, Content based, Hybrid approaches) used for state-of-the-art recommendation systems. The focus is on commonly used techniques within Collaborative Filtering of neighbourhood methods, matrix factorisation and factorisation machines.