ML Coding Interview Questions and Answers (2026)

Coding interview questions for ML engineers: connected components, sparse matrices, integral images, square roots, bitstrings and linked lists.

6 questions on this page

Implement connected components on an image/matrix.

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Implement a sparse matrix class in C++.

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Create a function to compute an integral image, and create another function to get area sums from the integral image.

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Implement SQRT(const double & x) without using any special functions, just fundamental arithmetic.

The taylor series can be used for this step by providing an approximation of sqrt(x):

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Reverse a bitstring.

If you are using python3 :

data = b'\xAD\xDE\xDE\xC0'
my_data = bytearray(data)
my_data.reverse()

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Reverse a linked list in place.

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