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MLS-C01 · Question #1

MLS-C01 Question #1: Real Exam Question with Answer & Explanation

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Modeling

Question

An interactive online dictionary wants to add a widget that displays words used in similar contexts. A Machine Learning Specialist is asked to provide word features for the downstream nearest neighbor model powering the widget. What should the Specialist do to meet these requirements?

Options

  • ACreate one-hot word encoding vectors.
  • BProduce a set of synonyms for every word using Amazon Mechanical Turk.
  • CCreate word embedding vectors that store edit distance with every other word.
  • DDownload word embeddings pre-trained on a large corpus.

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Topics

#Natural Language Processing#Word Embeddings#Feature Engineering#Similarity Search
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