Why do we use train/test/validation splits?
Software Engineer Machine Learning Interview Questions
488 software engineer machine learning interview questions shared by candidates
Why did you do a master's?
We covered multiple technical questions regarding machine learning basics and some details of my previous analytical work. One of the questions that made the most impact, though, was a question during the behavioural interview about something that wasn't necessarily on my CV but that I would want someone to know about me or thought was important about myself (I have probably gotten the wording slightly wrong). I thought that was a great start to a conversation!
Tell me about a deep learning project you did
for image classification, which is better, a fully connected neural network or a convolutional neural network?
A hard variant of binary search.
How do you track the angle between a minute hand and hour hand of a clock?
How can you solve an optimization problem with constraints?
Classical computer science questions, cannot talk about specific, NDA
Did not make it this far - canceled before interivew. However the study materials sent to me by the recruiter included basic comp sci/SE data structures and algorithms, that I would need to code in a scripting language during the tech screen. The resources were great, very comprehensive, but so much that it would be best to pare down to the essentials. I learned a lot from looking up what other successful candidates had done for their prep. AlgoExpert was my favorite resource, along with books like Cracking the Coding Interview by Gayle Laakmann McDowell and some popular textbooks.
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