Q: What attributes are important for a recommender system based on the Expedia purpose.
Machine Learning Specialist Interview Questions
8,212 machine learning specialist interview questions shared by candidates
How to design a destination recommendation system
Walk through previous projects, problem solving, and discussing technical decisions.
Relevant experience in the field
What kind of role do you take in a team?
Theory on Transformers and the difference/similarities with RNN. System design to identify NSFW social media posts. Coding - take home code base to familiarise yourself with the problem, expected to redo everything from scratch during 45min (key concepts are asyncio, unit test, embeddings) Enjoyable exercise, but no time to think, you are expected to be a team member that uses this daily so can write and test code quickly.
Design a machine leaning pipeline that distinguish high value customers.
Describe a CNN
Describe probabilistic PCA
open question how to design an advertisement system
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