Recommendation Systems and Applications
Speaker: Sunil Kumar Vuppala – Bangalore, IndiaTopic(s): Artificial Intelligence, Machine Learning, Computer Vision, Natural language processing
Abstract
The talk covers overview of recommendation systems, various techniques, evaluation and applications across the industries.
Agenda:
• 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: 40Duration: 90 minutes
Languages Available: English
Last Updated:
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