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Machine Learning Internship Interview Questions
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Esercizio semplice in Python su strutture dati (Es.: dizionari).
Coding - Recursion and Array Manipulation Technical - BERT, Deep Learning Fundamentals and NLP research
How did you handle evaluation of the deep learning model for this project?
How to make vector retrieval efficient
What is KV cache ? how does it help in LLM inference ?
- Qué assessments metrics había utilizado yo en uno de mis proyectos y porqué. - Funcionamiento de una CNN.
Cannot disclose due to NDA.
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.
What commercial uses of data science have you seen and their impact? Examples of work you have done within data.
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