How would you approach model selection phase when tackling a deep learning solvable task. What first things to consider when changing an pre existing architecture
Learning And Development Coordinator Interview Questions
14,637 learning and development coordinator interview questions shared by candidates
how have you dealt with difficult work interactions
We want to get our people onboard with a new [NDA] change, tell us what you will do?
Questions about my resume, deep learning work, how I processed the data for x project, etc
Hyper-parameters for any deep learning methods.
Standard questions -- expectations, my background, knowledge of AI & programming skills, why am I switching from a slightly different area, etc. The "homework" was a difficult programming assignment for a week (but I liked it).
past work experience machine learning algorithms
Gaussian mixture model, simple neural network
take home NLP challenge. Very open ended and can tackle it any way you choose. Important thing is that you can explain why you made the decision you did.
All the interviews were very thorough from a scientific and technical perspective. I particularly enjoyed discussing computational medicine and advanced statistical learning, such as normalizing flows, Bayesian methods, and uncertainty quantification, with the researchers, the head of AI, and the CSO.
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