How to find the difference between 2 similar looking images and mark those region with circles?
Machine Learning Developer Interview Questions
8,198 machine learning developer interview questions shared by candidates
What is the kernel trick in SVM? How does PCA work? General questions about digital system design. What are the two kind of digital filters ? and then general questions about them, i.e why are IIR more often used, what do you have to pay attention to, etc ?
1. They give one image classification problem on classifying pictures of dogs and cats
( Onsite interview Round 2 ): White board 3sum problem, Given an array, find wether it has any subarray of size 3 with the sum equal to target value e.g. arr = [1,2,3,4,5] target = 6 Output: [1,2,3]
( Onsite interview Round 1 ): Programming: Given an array, find wether it has any contiguous subarray with the sum equal to target value e.g. intput: arr = [1,2,3,4,5] target = 7 output: [3,4]
(Coderpad Round 3 - Technical) Given a dictionary with keys and values and given an input, find closest key to the given input e.g. dictionary = { 'a' : ['b','c','e'], 'm': ['c','e'] } Input: ['c'] Output: 'm' Explaination: 'c' is at distance 1 from 'a' and 0 from 'm'. Hence closest key for 'c' is 'm'.
(Coderpad Round 3 - Technical) Given a dictionary with keys and values and given an input, find closest key to the given input e.g. dictionary = { 'a' : ['b','c','e'], 'm': ['c','e'] } Input: ['c'] Output: 'm' Explaination: 'c' is at distance 1 from 'a' and 0 from 'm'. Hence closest key for 'c' is 'm'.
How would you speed up the training of a pre-trained BERT from a public dataset to a private dataset?
Write a program to retrieve log data in an optimal way.
What do you mean by perturbation?
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