Example for CNN and the difference between CNN and RNN?
Machine Learning Developer Interview Questions
348 machine learning developer interview questions shared by candidates
General coding LC medium questions Practical rounds were medium level but involved navigating a codebase Paper implementation may or may not be from the domain of your expertise
Signed a NDA
Why do we use train/test/validation splits?
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!
for image classification, which is better, a fully connected neural network or a convolutional neural network?
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.
algorithm problem can be solved with dfs
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