most aptitude based questions which involved basic maths and logical reasoning
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."
8,203 machine learning interview questions shared by candidates
Relevant to your project
general coding quizzes
One introduction call, then a test project (python machien learning model design on an inbalanced dataset)
Some OpenCv related questions. And the knowledge of Cuda
Analyze a confusion matrix, and talk about what it means.
Tell us about yourself. What experience do you have? etc.
Q: What are data models, what data models have you used? Q: How can an API be deployed on a cloud platform? Q: What is the difference between a cross join and an outer join? Q: What is a columnar database?
Please design the entire machine learning system / provide details as for how would you replace PCAs with an ML system.
Mostly it was based on my experience, plus talked about neural search and deep learning
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