Recommender Systems: An Applied Approach using Deep Learning - Two-Tower Model

Recommender Systems: An Applied Approach using Deep Learning - Two-Tower Model

Assessment

Interactive Video

Information Technology (IT), Architecture, Social Studies

University

Hard

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The video tutorial explains the two tower model used in Tensorflow for recommendation systems. It covers user and item embeddings, features, and how they are processed through separate neural networks. The training and learning processes are discussed, followed by combining the networks to make predictions about user preferences. The tutorial concludes with an overview of the project's implementation using this model.

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What new insight or understanding did you gain from this video?

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