1) Explain Decision trees, how how would a tree split numerical data.
Machine Learning Consultant Interview Questions
8,210 machine learning consultant 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?
Run of the mill interview.
basic ML and DL, SGD, ML vs DL
Data structures: internals of a hashmap, linkedList vs arrayList, TreeSet vs HashSet, LinkedSet vs TreeSet, PrefixTree (Trie)
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