R programming-Advanced
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R programming-Advanced

R ، یک زبان برنامه نویسی و محیط نرم افزاری برای محاسبات آماری و علم داده ها است که بر اساس زبان های اس و اسکیم پیاده سازی شده است.



  • Data Manipulation

    • 01-R-Advanced-Data Manipulation-Introduction
    • 02-R-Advanced-Data Manipulation-Tidy Data
    • 03-R-Advanced-Data Manipulation-Pipe Operator
    • 04-R-Advanced-Data Manipulation-dplyr-The Filter Verb
    • 05-R-Advanced-Data Manipulation-dplyr-Select Verb
    • 06-R-Advanced-Data Manipulation-dplyr-The Mutate Verb
    • 07-R-Advanced-Data Manipulation-dplyr-The Arrange
    • 08-R-Advanced-Data Manipulation-dplyr-The Summarize Verb
    • 09-R-Advanced-Data Manipulation-tidyr-Data Pivoting
    • 10-R-Advanced-Data Manipulation-stringr-string maipulation

  • Data Visualization

    • 1-R-Advanced-Data Visualization-Introduction-edit
    • 2-R-Advanced-Data Visualization-Aesthetics Mapping
    • 3-R-Advanced-Data Visualization-Single Variable Plotsw Project
    • 4-R-Advanced-Data Visualization-Two Variable Plots
    • 5-R-Advanced-Data Visualization-Facets
    • 6-R-Advanced-Data Visualization-Style and Saving

  • Data Preprocessing

    • 3-R-Advanced-Data Preprocessing-Part2
    • 4-R-Advanced-Data preprocessing-part3
    • 1-R-Advanced-Preprocessing Introduction
    • 2-R-Advanced-Data Preprocessing-Part1

  • Machine Learning

    • 01-R- Advanced- Machine Learning Intro
    • 02-R-Advanced-Linear Regression Introduction
    • R-Advanced-Rmarkdow
    • 03-R-Advanced-Linear Regresion-A real model