Walk me through a CV project for detecting pedestrian
Machine Learning Interviews
Machine Learning Interview Questions
"To get a job in machine learning, you must have the programming and mathematical knowledge to create artificial intelligence that is capable of learning new tasks without being explicitly coded. In an interview you may be asked about your experience with pertinent coding languages such as Java and C++ as well as with writing algorithms. The interview will be comprised mainly of technical questions that test your knowledge of the fundamental concepts of machine learning such as data mining and signal processing."
8,210 machine learning interview questions shared by candidates
What is the significance of p-value?
Tell me about yourself, and why this job
tell us a little bit about yourself
Derive the mean of Binomial and Geometric distribution.
What's the most recent ML model that you designed & deployed?
How does your past work apply to the position?
Extremely technical obscure questions related to what they in particular have recently read. Eg questions on “efficient” ways to reduce the dimensionality of a very large weight matrix. Answer isn’t even LORA rank decomposition it’s randomly removing rows and columns. Why can this work? Some obscure mathematics field I’d not heard of even with a masters in physics and PhD in ML. Very frustrating imo, but in fairness it does reflect what they were looking for.
Background questions, questions around work experience
live coding question. Interviewer give you a paper about sampling and you need to read the paper and implement the algorithm
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