Questions about my resume, deep learning work, how I processed the data for x project, etc
Learning Technology Interview Questions
11,702 learning technology interview questions shared by candidates
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.
How would you tackle multivariate time series ?
They asked a wide variety of professional experience and behavioral question typical of a Learning and development role.
Can we have a copy of your high school diploma?
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