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Machine Learning Developer Interview Questions
8,197 machine learning developer interview questions shared by candidates
(onsite interview roun 5): Edit distance There is a big file, it contain lots of words. given the first word and second word, check wether the words are in the path of edit distance e.g. File input: 'aaaa' 'aaab' 'abab' 'acdb' 'almn' 'abbb' Word1: 'aaaa' Word2: 'abbb' Output: True Explaination: Yes. There is an edit distance path from 'aaaa' to 'abbb' 'aaaa' -> 'aaab' -> 'abab' -> 'abbb'
Given a SQL database with an Integer field, retrieve the sum of said field for all records.
Was asked to implement a K-means clustering algorithm, with the major skeleton of the code provided.
Have you worked on GANs? Describe how they can be utilized to augment a dataset of documents?
'''Question 1: Given a sorted but rotated array, and a target, find the location of the target in the array. If the target is not in the array, returns -1 1) INPUT: [3,6,7,1,2], target = 1 OUTPUT: 3 2) INPUT: [3,6,7,1,2], target = 9 OUTPUT: -1 '''
They will ask standard interview questions
How to detect a working plant based on image of smoke from it and some weather dataset.
What is aws-lstm? Do you hear about that?
How can you convert a trained neural network from keras to pytorch?
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