What type of machine learning would be used for 3 given tasks.
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."
8,212 machine learning interview questions shared by candidates
The world of data technologies is one of the most exciting and fastest growing careers. What is it specifically that makes you want to pursue data as a career?
Why do you want to work in machine learning?
There were some algorithmic questions (basically they describe a case where you need to do a complicated search over large datasets, I solved the problem via KD-trees, which the reviewer seemed to like, but they ended up implementing a giant hash instead).
Mostly questions about my experience and studies.
1. Build a FastAPI app that validates json (went over this project in the panel interview where they ask about design choice and trade offs) 2. Coding interview - not super hard.
Design a system and solve ML problem. Quiz on statistics.
Two rounds with Leetcode questions. 3 rounds with ML/NLP-related questions.
What is stochastic gradient descent ?
Why do you choose the job?
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