Q: How can you implement this? Q: How can ML help us in this case?
Learning Technology Specialist Interview Questions
11,826 learning technology specialist interview questions shared by candidates
Tell me about your self.
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.
Name some of the libraries used in NLP (Python)
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?
What was the best feedback I've received from a manager
Why should we not hire you?
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