Do you have experience in various ML technologies and practices? (they ask you on topics)
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."
8,202 machine learning interview questions shared by candidates
Implement the Minesweeper game in Python.
What do you think the challenge you will be facing in the role?
Viene inviato un pdf con 3 domande: - 1. (Python) manipolazione di stringhe molto elementare, non servivono regex ma solo slicing - 2. (Python) ulteriore manipolazione di stringhe sempre elementare che si risolveva con slicing e c'erano diverse possibilità di soluzione a diversi livelli di ottimizzazione - 3. (SQL) più complessa, veniva richiesta una query nested con un JOIN e l'utilizzo del MAX operator su date
Linked list, array related dsa stuff
Resume deep dive Machine Learning DevOps, Power BI, SQL
In the coding round, they gave you a scenario and let you pick a language to solve the problem. You choose your own IDE. The algorithm used is not hard but the scenario is a little mess and there are edge cases you need to find by yourself. In ML round, they just gave you a problem in 1-2 sentences, and you need to lead the conversation to solve the problem. It's open-ended and like the case study in DS interview, which does not require you to explain how to implement.
Why are you interested in the company?
Do you have years of experience in NLP? Interviewer didn’t know a word other than NLP
[HR interview] - Tell me 2 words that better describe you.
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