Mini Batch VS SGD training? Why one over the other?
Machine Learning Consultant Interview Questions
8,210 machine learning consultant interview questions shared by candidates
1. Machine learning, especially trees, boosting and gradient descent. 2. Deep Learning, NLP and CNN
Anagrams
Deep Learning questions + usual CS problems
Disambiguate artists with the same names given metadata and song list
Breadth first search
Questions from LLM, cloud, git, ML. I don't know they know what they are looking for.
Given 4 "leetcode"-style hard questions to complete in 3 hours followed by 3 open-ended brief qs about experience. Will ask if you used ChatGPT/online resources as an additional measure (to combat cheating I guess?)
Basic linear algebra, ML models
MLOps, databases, pipelines. Machine Learning basics. Previous experience and behaviour.
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