1) Explain Decision trees, how how would a tree split numerical data.
Software Engineer Machine Learning Interview Questions
8,208 software engineer machine learning interview questions shared by candidates
Tell me about yourself. Which algorithm did you work on your project? Have you chosen another algorithm to do it? and what was that?
Machine learning algorithms. Difference between bias and variance. How do you train a model from the start.
What is LSTM and GRU
Describe your favourite ML algorithm. I described SVM's operating principle.
4) What is loss function and activation function? explain this W.R.T back propagation in NN
What is your favorite machine learning method? Describe it to me and explain why you like it?
Asked some basic Python questions about syntax and generators. Take-home assessment was about 5 hours long and consisted of a supervised ML problem. Incorporated skills that they looked for in an ML SWE.
Run of the mill interview.
basic ML and DL, SGD, ML vs DL
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