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Recommender Systems

At a glance

In Class Instruction: 4 Hours
In Class code along Dataset: Movie Dataset
Skills Rehearsed
- NLP.

Pre Reads

Analytic Vidhya -https://www.analyticsvidhya.com/blog/2015/10/recommendation-engines/

Learning Objective

After this session , you'll be able to do

Popularity based recommender system
Collaborative Filtering
- Item-Item Based Collaborative Filtering
Evaluation Metrics for recommender system using surprise module.
Content based recommender systems

Slides

Check the Jupyter Notebook in the top right of the screen

Post Reads

Amazon recommender system - https://www.cs.umd.edu/~samir/498/Amazon-Recommendations.pdf

Project

Check out project readme!