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Daniel Y. Chen

    Pandas for everyone : Python data analysis
    • Pandas for everyone : Python data analysis

      • 412pages
      • 15 heures de lecture
      3,9(20)Évaluer

      Pandas dataframe basics -- Pandas data structures -- Introduction to plotting -- Data assembly -- Missing data -- Tidy data -- Data types -- Strings and text data -- Apply -- Groupby operations : split-apply-combine -- The datetime data type -- Linear models -- Generalized linear models -- Model diagnostics -- Regularization -- Clustering -- Life outside of pandas -- Toward a self-directed learner.

      Pandas for everyone : Python data analysis