F.: Wären Sie bereit, über einen Zeitraum von mehreren Monaten 3-4 Tage die Woche vor Ort (innerhalb von Deutschland) beim Kunden zu arbeiten?
Machine Learning Internship Interview Questions
8,199 machine learning internship interview questions shared by candidates
The math and verbal parts have pretty short time limit.
Describe my past experience
1st round: Semi-technical interview with hiring manager. We went through one of my past projects on github related to object detection using neural networks. Asked me questions related to deeper vs broadre neural networks, vanishing gradients, their remedy, loss functions, training and validation curves, etc. Overall, nice interview for me. I was selected for final round. They sent me a coding task related to machine learning on which their was working, and gave me 10 days to work on it. Additionally they sent me a research paper from Valeo, and asked me to prepare a presentation for final interview. Final Round: There were 8 interviewers in total, including the authors from the research paper. Interview was structured into two parts: Coding challenge discussion for 1 hour, and research paper presentation and Q/A for 1 hour. Interview was super technical, with questions in presentation round about future ideas for the paper. Even though it was an involved discussed, I thought my interview went good enough.
If you were designing a robot lawn mower, where would you start? Various follow ups including sensors, limited to cameras, where mounted? How would you recognize people? Describe skeletal model?
Tell about a project I have done with a lot of questions about the task and the implementation.
do you accept to go through said hiring process that can take over a month?
How to identify and deal with overfitting and underfitting
What can you do with a brick and a blanket
Machine learning basics multiple algorithms basic neural network DNN , cnn, RNN, Talk into details about my most recent project and also asked some basic ML concept. Then let me describe how to solve a specific NLP problem. Lastly give a medium level DP algorithm problem Pre-screen with hiring manager who found me on LinkedIn. Two phone screens, then on-site with job talk. I was surprised that I didn't pass the first phone screen. The interviewer was friendly, professional, and very knowledgeable. The overall process was pretty slow-- slow to schedule, then slow to tell me I hadn't passed.
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