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Ai Software Engineer Interview Questions
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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.
Estimate how many Teslas are in the US If you have a database with location information of brick and mortar bank locations (latitude and longitude), devise an algorithm to efficiently find the closest bank to a person's home address (assume you have a means to convert home address to lat Lon)
Perform exploratory data analysis on given data set, identify by outliers, handle outliers and plot them
Coding dsa python coding is asked
Details on RAG, context size of models, resume
Solve a simple linear algebra
How would you build a model, you can decide on the data, if many additional data or only historical time series.
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