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Ml Engineer Interview Questions
2,750 ml engineer interview questions shared by candidates
What is the KNN algorithm?
Describe a project I worked on that involved machine learning application.
1. Machine Learning Case Study: given a prompt, talk through how to formulate a ML problem, staring from what data to use, how to clean those data, preprocessing, ML modeling, validation and evaluation 2. General ML question in details: mathematical derivatives, algorithms comparisons, what methods to use for XXX data or problem, etc 3. Behavior questions: why chase, what to do if meet some stakeholders that does not understand ML , etc.
Coding dsa python coding is asked
Details on RAG, context size of models, resume
Solve a simple linear algebra
Confidence intervals previous projects and experience resume questions
1. Difference between KNN and Kmeans algorithm.
1. Which models have you used to do X (confidential use case)? 2. How would you generalize the model for X to a different client in a different industry?
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