Implement Cosine Similarity Function for String Vectors

Q: Implement Cosine Similarity Function for String Vectors

This question evaluates understanding of vector-space similarity and text representation by asking for a cosine similarity computation over string-derived vectors, testing coding and algorithmic skills relevant to data science and text processing.

Q: How do I approach Coding & Algorithms interview questions?

Coding & Algorithms questions require understanding of core concepts and practice. PracHub provides solutions with explanations to help you master coding & algorithms interviews.

Question

Scenario

Technical phone screen in Python; assess ability to implement similarity metric.

Question

Implement a Python function that computes the cosine similarity between two strings (treat each string as a bag-of-words vector).

Hints

Tokenize, count word frequencies, form vectors, dot product divided by magnitudes; handle empty inputs.

Implement Cosine Similarity Function for String Vectors

Scenario

Question

Hints

Comments (0)