#22 Machine Learning Engineering for Production (MLOps) Specialization [Course 1, Week 2, Lesson 14]

The Machine Learning Engineering for Production (MLOps) Specialization teaches you how to conceptualize, build, and maintain integrated systems that continuously operate in production. In this Specialization, you will become familiar with the capabilities, challenges, and consequences of machine learning engineering in production. By the end, you will be ready to employ your new production-ready skills to participate in the development of leading-edge AI technology and solve real-world problems.
This is a video from Course 1, Week 2, Lesson 14 video on "Adding features".

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Takeaway for me: there’s a trend to move from collaborative filtering to content filtering, because the latter solves the cold start problem for recommendation engines: you don’t need a bunch of people to have already liked a product, you can instead recommend based on characteristics of the product and a single user profile as a whole.