Design a recommender system. Machine learning questions: decision trees, AUC, etc.
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
Sum of subarrays
Given a sorted list of numbers and a function f: x -> ax^2 + bx + c, apply f to all elements and return a sorted list of the f(xi)'s Explain some ML concepts: - Overfitting / Underfitting - Regularization - Bagging / Boosting - Performance metrics
past projects, leetcode hard, statistics, ML.
What programming languages do i know
"Which image completes the pattern" type questions
Examples of complicated situations that I have solved
What was your experience with AI security?
Can you tell us about your work experience?
Questions from CV, general question on transformers.
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