Basic questions from : Bias and Vairance trade-off, CNN, SVM with a little twist. Decision Tree, Random Forrest. Pros and Cons of these techniques. Detailed discussion on any Deep learning Architecture. ex: Transformers, wav2letter++ 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."
8,203 machine learning interview questions shared by candidates
How would you create a text file uploading backend and relay progress of a "ml process" back to the UI.
one code test with 20 mins
dealing with unbalanced data for classification?
Problem1: K-th largest number in an array
Problem 2: Median of Median.
First question I was asked in the first interview since I had a Computer vision project was that how does different layers of CNN work and what will happen if we remove them ?
What is the complexity of this algorithm?
Talk about one project that is the most related. Why ThredUp?
standard Python coding and machine learning questions.
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