Multiple choice questions and a programming question. Questions on L1 and L2 regularization, precision and recall, feature scaling, 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."
8,198 machine learning interview questions shared by candidates
Basics of machine learning
What is your experience with Python?
implement rate limiter. classify documents into two categories.
Implement batch norm 2D layer
simple easy coding exercise, easy system design, and easy NLP projects discussions
Backpropagation, RAG, Generative AI use cases, Given an initial state of loss function, alpha and x value, calculate the change in weight x if the algorithm is backpropagation.
Niche role, asked relevant experience questions, went into detail on Patents and Research Papers
Coding problems based on binary search, hashmap, and file reading.
Talk about a challenging project.
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