Recommender Systems: An Applied Approach using Deep Learning - Course Outline

Recommender Systems: An Applied Approach using Deep Learning - Course Outline

Assessment

Interactive Video

Information Technology (IT), Architecture, Social Studies

University

Hard

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This video tutorial covers deep learning techniques for recommender systems using Python and TensorFlow. It discusses the strengths and limitations of deep learning in this context, introduces frameworks and techniques like neural collaborative filtering and variational autoencoders, and culminates in a hands-on project focused on Amazon product recommendations.

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2 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

Can you explain the concept of neural collaborative filtering?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the purpose of variational autoencoders in collaborative filtering?

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