Databricks Generative AI Engineer Associate exam dumps

Databricks Generative AI Engineer Associate practice question 58 of 306

Databricks Certified Generative AI Engineer Associate. Free level, Databricks. Free question with the correct answer and a full explanation.

Databricks Generative AI Engineer Associate Question 58

Single answer

You are tasked with extracting text content from a set of PDF files and performing further formatting for natural language processing tasks on Databricks. Which Python package is most appropriate to use for this task?

  1. A

    PyPDF2

  2. B

    BeautifulSoup

  3. C

    TensorFlow

  4. D

    NLTK

Show answer and explanation

Correct answer: A

Explanation

PyPDF2 is the appropriate Python package for extracting content from PDF files as it is specifically designed for tasks involving PDF manipulation, including text extraction. The other options are either unrelated to PDF processing or unsuitable for the task described.

  • A. Correct.

    PyPDF2 is a Python library specifically designed for working with PDF files, including extracting text content, which makes it the most appropriate choice for this task.

  • B. Incorrect.

    BeautifulSoup is used for parsing HTML and XML documents but is not suitable for working with PDF files.

  • C. Incorrect.

    TensorFlow is a machine learning library and is not relevant for text extraction from PDFs.

  • D. Incorrect.

    NLTK is a library for natural language processing tasks but does not provide functionality for extracting text from PDF files.

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