Recommender Systems Complete Course Beginner to Advanced - Project Amazon Product Recommendation System: Making the Mode

Recommender Systems Complete Course Beginner to Advanced - Project Amazon Product Recommendation System: Making the Mode

Assessment

Interactive Video

Computers

11th - 12th Grade

Hard

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The video tutorial guides viewers through the process of setting up a TensorFlow recommendation system model. It begins with loading the TensorBoard extension, followed by creating a class for the model and setting embedding dimensions. The tutorial then explains how to develop query and candidate towers using Keras, focusing on unique users and items. It discusses the importance of embedding dimensions in preventing overfitting and enhancing model accuracy. Finally, the video details the construction of the query tower using TensorFlow layers, preparing viewers for the next steps in building the candidate tower.

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OPEN ENDED QUESTION

3 mins • 1 pt

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

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