Recommender Systems: An Applied Approach using Deep Learning - Making the Model and Query Tower

Recommender Systems: An Applied Approach using Deep Learning - Making the Model and Query Tower

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Interactive Video

Information Technology (IT), Architecture, Social Studies

University

Hard

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The video tutorial covers the process of setting up a TensorFlow recommended system model. It begins with loading the tensor board extension and proceeds to create a class named 'Amazon product'. The tutorial discusses setting dimensionality for query and candidate representations, and developing query and candidate towers using Keras. The model is defined with specific embedding dimensions, and the query tower is built using TensorFlow layers. The tutorial emphasizes the importance of using unique users and beers for the query and candidate towers, respectively.

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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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