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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."
8,208 machine learning interview questions shared by candidates
System design for a ML system for their product.
1. Random forest model 2. Unbalanced data
Leetcode average difficulty, ML questions, NLP questions
They asked mainly computer vision basics.
Some questions on Machine learning
1. Curse of dimensionality 2. Vector embedding
How did you handle evaluation of the deep learning model for this project?
How to make vector retrieval efficient
What is KV cache ? how does it help in LLM inference ?
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