Recommendation Systems and Applications

Speaker:  Sunil Kumar Vuppala – Bangalore, India
Topic(s):  Artificial Intelligence, Machine Learning, Computer Vision, Natural language processing


The talk covers overview of recommendation systems, various techniques, evaluation and applications across the industries. 

     • Why recommendation systems?
     • Real world examples and historical trends
     • Basic techniques of recommendation
     o Popularity based
     o Classification 
     o Content based
     o Collaborative filtering
     o Hybrid approaches
     • Evaluation of recommendation
     • Advances in recommendation systems
     o Deep learning based systems

About this Lecture

Number of Slides:  40
Duration:  90 minutes
Languages Available:  English
Last Updated: 

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