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.
Describe an architecture of any neural network
Cannot disclose due to NDA.
Tell us of an experience using Python.
How do you fine-tune a machine learning model?
Python Questions: GIL, multithreading vs multiprocessing, Poetry vs Python venv, Anaconda, Conda.
What do you think has been the most significant error of your career
What improvement can be made on the application problem by using the method you developed?
Why did you choose this role? Many specific questions about my past projects
Questions relating to: permutations, hash tables, precompute
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