Books [Jose Storopoli, Rik Huijzer, Lazaro Alonso] Julia Data Science

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ОПИСАНИЕ:

This book describes the basics of the Julia programming language DataFrames.jl for data manipulation and Makie.jl for data visualization.

You will learn to:

• Read CSV and Excel data into Julia.
• Process data in Julia, that is, learn how to answer data questions.
• Filter and subset data.
• Handle missing data.
• Join multiple data sources together.
• Group and summarize data.
• Export data out of Julia to CSV and Excel files.
• Plot data with different Makie.jl backends.
• Save visualizations in several formats such as PNG or PDF.
• Use different plotting functions to make diverse data visualizations.
• Customize visualizations with attributes.
• Use and create new plotting themes.
• Add LaTeX elements to plots.
• Manipulate color and palettes.
• Create complex figure layouts.

We update this book every few months based on updates to the GitHub repository. New versions will fix bugs and sometimes add chapters.

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