Data Analytics with Python and Machine Learning
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Questions and Answers

What is the primary purpose of data cleaning in Python?

  • To prepare the data for analysis by removing errors and inconsistencies (correct)
  • To visualize the data
  • To import data from external sources
  • To analyze the data
  • What is machine learning?

  • A subset of artificial intelligence that involves training models on data (correct)
  • A type of data import tool in Python
  • A type of data visualization that uses plots and charts
  • A type of data analytics that involves manual analysis
  • What is the benefit of using Python for data analytics?

  • It is only used for data import
  • It is only used for machine learning
  • It is only used for data visualization
  • It provides a wide range of libraries and tools for efficient data analysis (correct)
  • What is the purpose of data visualization in Python?

    <p>To present the results of data analysis in a meaningful way</p> Signup and view all the answers

    What is deep learning?

    <p>A type of machine learning algorithm that involves neural networks</p> Signup and view all the answers

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