structure of Transformers, difference between BERT and RoBERTa, 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."
8,221 machine learning interview questions shared by candidates
they love leetcode problem and you shoud prepare for it.
I was asked stack and string problems
questions based on probability, stats and coding
- TwoSum (hackerrank) - Explain bias/variance tradeoff - Describe regularisation - How do you deal with imbalanced data
try to implement logistic regression
Explain PPO, loss function of DPO
Find the position of an exact number within log(n)
Coding a function calculating the editing distance of two strings
ML projects, and LC medium.
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