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Which skills required for data analysis using python?

By Albert, 2 years ago
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Which are Most important skills to have in Python with regard to data analysis

Data analysis
1 Answer

The following are some of the important skills required when performing data analysis using Python.

  • Data types -lists, dictionaries, tuples, and sets etc
  • N-dimensional NumPy Arrays.
  • Pandas dataframe
  • Ability to perform element-wise vector and matrix operations on NumPy arrays.
  • Anaconda distribution and the conda package manager.
  • Scikit-learn
  • Ability to write efficient list comprehensions instead of traditional for loops.
  • Ability to write small, clean functions
  • Descriptive Statistics

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