Course curriculum

  • 1

    Introduction & Course Outline

  • 2

    Practice Exercises Notebook - Github

    • Practice Exercises Notebooks

  • 3

    Group Learning and Q/A Community

    • Group Learning and Q/A Community

    • Ecosia_Search_Engine

    • Nafi Linux

  • 4

    Principles of Analytic Graphics

    • 2.1.Principle_of_Analytics_1

    • 2.2.Principle_of_Analytics_2

    • 2.3.Principle_of_Analytics_3

    • 2.5.Principle_of_Analytics_5

    • 2.4.Principle_of_Analytics_4

    • 2.6.Principle_of_Analytics_6

    • 2.7.Principle_of_Analytics_Takeaway

    • Course Preview - Data Sciecne in Python

  • 5

    Exploratory Graphs

    • 3.1.Why_use_Graphs

    • 3.2.Characteristics_of_Exploratory_Graphs

    • 3.3.Air_Pollution_Dataset

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    • 3.4.Simple_Summaries_of_Data

    • 3.5.Simple_Summaries_of_Data

    • 3.6.Summary_&_Boxplot

    • 3.7.Explaination_of_Boxplot

    • 3.8.Histogram

    • 3.9.Barplot

    • 3.10.Overlay_Features

    • 3.11.Multiple_Boxplots

    • 3.12.Scatterplot

    • 3.13.Scatterplot_code

  • 6

    Plotting Systems in R

    • 4.1.Plotting_System_Overview

    • 4.2.Base_Plotting_System_Example

    • 4.3.Lattice_Plotting_System

    • 4.4.Ggplot2_Plotting_System

    • 4.5.Plotting_System_Summary

    • آئیں میتھ سیکھیں کھیل کھیل میں

    • Join Our Career Advancement Track

  • 7

    Base Plotting System

    • 5.1.Plotting_System

    • 5.2.The_Process_of_Making_Plot

    • 5.3.Base_Graphics

    • آئیں میتھ سیکھیں کھیل کھیل میں

    • 5.4.Base_Graphics_Parameters

    • 5.5.Base_Graphics_Annotation

    • 5.6.Base_Plot_with_Regression_Line

    • 5.7.Multiple_Base_Graphs

    • 5.8.Summary

  • 8

    Graphs with Lattice

    • 6.1.Lattice_Plot

    • 6.2.Lattice_Behavior

    • 6.3.Lattice_Panel_Functions

    • آئیں میتھ سیکھیں کھیل کھیل میں

    • 6.4.Lattice_Panel_Functions_code

    • 6.5.Lattice_Panel_Example_and_Summary

    • Al Nafi Online O/A Levels Academy

  • 9

    Graphs with Ggplot2

    • 7.1.Ggplot2_Overview

    • 7.2.qplot_scatterplot

    • 7.3.qplot_scatterplot_aesthetics

    • آئیں میتھ سیکھیں کھیل کھیل میں

    • 7.4.qplot_scatterplot_geometric

    • 7.5.qplot_histogram_aes

    • 7.6.qplot_facets_scatter_and_histogram

    • Maacs R dataset

    • 7.7.maacs_plot_examples

    • 7.8.maacs_plot_examples_code

    • 7.9.qplot_summary

    • bmi_pm25 dataset

    • 7.10.Components_of_ggplot2

    • 7.11.ggplot2_example

    • Al Nafi Online O/A Levels Academy

    • 7.12.ggplot2_annotation_example

    • 7.13.ggplot2_axis_limits

    • 7.14.ggplot2_a_complex_example

    • 7.15.ggplot2_summary

    • Learn by doing it

    • ggplot2 cheat sheet

    • آئیں میتھ سیکھیں کھیل کھیل میں

  • 10

    Why Use Histograms & Boxplots

    • Using Histograms to Understand Your Data By Jim Frost

    • Boxplot & its Usability

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  • 11

    About Kaggle

    • 8.1.About_Kaggle

    • 8.2.Kaggle_Overview

  • 12

    Type of Graphs

    • 9.Chossing_the_Right_Chart_Type

  • 13

    Course Conclusion

    • 10.Course_Recap

  • 14

    Resources

    • Exploratory Data Analysis

    • Code Examples + Data Files

  • 15

    Solution Link Submission

    • Solution Link Submission

    • Nafi Linux

  • 16

    Ad-on Module: Create Map graphs in R

    • choroplethr - A short course on creating map graphs

    • Census Data

  • 17

    Congratulations! You have successfully completed this course!

    • Congratulations!