Data Types Inference for Weather Dataset
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Questions and Answers

Which Python program feature is suitable for inferring suitable data types for each column in the data_weather file?

  • Matplotlib library
  • Scikit-learn library
  • Pandas library (correct)
  • Numpy library

    • What is the purpose of determining an appropriate data type for each column in the data_weather file?

  • To prepare the data for training ML models (correct)
  • To visualize the data distribution
  • To create data summaries
  • To perform statistical analysis

    • Which step is essential before inferring suitable data types for the columns in the data_weather file?

  • Analyzing sample values from each column (correct)
  • Visualizing the entire dataset
  • Removing any missing values
  • Converting all columns to strings

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