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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
machine learning questions related to metrics and algorithms.
basic ml questions and model deployment in AWS .
- Wrap up this ML model (which was already fitted) into an API and run performance tests as it will receive thousands of calls per minute.
Programming Question: 1) Remove Duplicated letter and combine them with out space. 2) Find given sub matrix positions in matrix and print. 3) Find prime number from given range from 5 to 50 and check if first digit == last digit then print that number 4) Question on Regular expressions i don't remember and also 5th question.
Standard questions -- expectations, my background, knowledge of AI & programming skills, why am I switching from a slightly different area, etc. The "homework" was a difficult programming assignment for a week (but I liked it).
past work experience machine learning algorithms
Gaussian mixture model, simple neural network
take home NLP challenge. Very open ended and can tackle it any way you choose. Important thing is that you can explain why you made the decision you did.
All the interviews were very thorough from a scientific and technical perspective. I particularly enjoyed discussing computational medicine and advanced statistical learning, such as normalizing flows, Bayesian methods, and uncertainty quantification, with the researchers, the head of AI, and the CSO.
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