Implementing basic ML algorithms from scratch.
Machine Learning Interviews
Machine Learning Interview Questions
"To get a job in machine learning, you must have the programming and mathematical knowledge to create artificial intelligence that is capable of learning new tasks without being explicitly coded. In an interview you may be asked about your experience with pertinent coding languages such as Java and C++ as well as with writing algorithms. The interview will be comprised mainly of technical questions that test your knowledge of the fundamental concepts of machine learning such as data mining and signal processing."
8,221 machine learning interview questions shared by candidates
what's the problem, how you design solutions, how you choose solutions, what's the outcome, what's the take away.
Describe a past research/work technical challenge you have worked on
System design question on genAI
Classical computer science questions, cannot talk about specific, NDA
calculate True positive and true negative rate
take home machine learning challenge
3 Graph questions -- I answered well. 1 DP question -- could not come up with a DP solution
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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