Name some of the libraries used in NLP (Python)
Learning Coordinator Interview Questions
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Leet code - Top k frequent items ML system design
what was your research project about? what are some of the transformers model inference time optimizations?
Take home assignment about ML
Questions about academic/professional path, salary expectations, etc. "Explain the bias variance trade-off" "What's the difference between L1 and L2 regularisation" "Explain gradient decent (GD). Why do we use Stochastic gradient decent (SGD) instead of GD. Mention some other variants of optimisers." "Describe a ML system. What are the different components that go into it?" "Suppose you are asked to deploy a model as a micro-service. What are the various components you need to think about when designing the service. Give a generic explanation for each component and one particular instantiation using one or more technology." "What are Directed Acyclic Graphs (DAG)?" "What should be a leader?" "What are your strengths and your weaknesses?" "What motivates you to wake up everyday?"
Tell me about your experience with LMS systems.
What was the best feedback I've received from a manager
Why should we not hire you?
Finding optimal sequence based on 4-5 different constraints. Combination of index constraint satisfaction and other problems.
File Replicator(not seen in leetcode), it's little bit strange for a machine learning Engineer. More testing the python usage features.
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