Values and principles interviews, technical machine learning questions related to time series analysis, and a team matching interview to see if I would fit into one of the teams' needs.
Senior Machine Learning Engineer Interview Questions
615 senior machine learning engineer interview questions shared by candidates
Some common questions on ML and DL
If you had extra 30 minutes, what had you included in the EDA? What would you do to deploy this?
basic ML questions about sampling, feature engineering, data transformations, etc
Whether I had previous experience with MLOps.
Build a personalized ranking system with write-up and code.
Design, prototype and implement a poc with LLMs to solve a specific problem. Various questions reegarding the design process and capabilities
1. Tuple vs List in Python. 2. Easy algorithmic question. I had about checking if the string is correctly formatted by parenthesis (open and close correctly). 3. Why do we have different activation functions? 4. Use-case of designing a Video-based ML system, from getting the data to model deployment.
ML: Precision and recall, feature selection.
Debrief maison : connaissance en search engine (learning to rank, MAP metric...) ML fundamentals: Naive Bayes & cie System architecture: Architecture diagram to complete
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