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Menu iconMenu iconNatural Language Processing with Python Updated Edition
Natural Language Processing with Python Updated Edition
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Quiz Part I: Foundations of NLP
Chapter 1: Introduction to NLP
Chapter 2: Basic Text Processing
Chapter 3: Feature Engineering for NLP
Practical Applications
Code Implementation
Conceptual Understanding
Advanced Understanding
Answers
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Quiz Part I: Foundations of NLP

Code Implementation

  1. Which of the following is the correct way to initialize a CountVectorizer in Python?
    a) vectorizer = CountVectorizer(input='data')
    b) vectorizer = CountVectorizer()
    c) vectorizer = CountVectorizer(mode='text')
    d) vectorizer = CountVectorizer(transform=True)
  2. Which method is used to obtain the most similar words to a given word using a GloVe model in Gensim?

    a) model.get_similar()

    b) model.similarity()

    c) model.most_similar()

    d) model.find_similar()

Code Implementation

  1. Which of the following is the correct way to initialize a CountVectorizer in Python?
    a) vectorizer = CountVectorizer(input='data')
    b) vectorizer = CountVectorizer()
    c) vectorizer = CountVectorizer(mode='text')
    d) vectorizer = CountVectorizer(transform=True)
  2. Which method is used to obtain the most similar words to a given word using a GloVe model in Gensim?

    a) model.get_similar()

    b) model.similarity()

    c) model.most_similar()

    d) model.find_similar()

Code Implementation

  1. Which of the following is the correct way to initialize a CountVectorizer in Python?
    a) vectorizer = CountVectorizer(input='data')
    b) vectorizer = CountVectorizer()
    c) vectorizer = CountVectorizer(mode='text')
    d) vectorizer = CountVectorizer(transform=True)
  2. Which method is used to obtain the most similar words to a given word using a GloVe model in Gensim?

    a) model.get_similar()

    b) model.similarity()

    c) model.most_similar()

    d) model.find_similar()

Code Implementation

  1. Which of the following is the correct way to initialize a CountVectorizer in Python?
    a) vectorizer = CountVectorizer(input='data')
    b) vectorizer = CountVectorizer()
    c) vectorizer = CountVectorizer(mode='text')
    d) vectorizer = CountVectorizer(transform=True)
  2. Which method is used to obtain the most similar words to a given word using a GloVe model in Gensim?

    a) model.get_similar()

    b) model.similarity()

    c) model.most_similar()

    d) model.find_similar()

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